Top 100 UK Websites — AI Visibility Ranking

How ready are UK companies for the AI era?

We analyzed 100 leading UK websites to measure their visibility in AI platforms like ChatGPT, Gemini, Claude, and Perplexity. The results reveal which companies are positioned to be cited by AI — and which risk being bypassed.

Your web is not there? Check AI Readiness online →
200 domains
Domain i
The website domain analyzed for AI visibility.
Change i
Position change vs. previous scan.
Overall Score i
Composite score: (AI Readiness + SEO Foundation + Citation Readiness) / 3. ≥70 = PASS.
Status i
PASS = Overall Score ≥70. FAIL = critical blocking issues.
+
https://www.incident.io
— 0
POSITION CHANGE
No change by 0 positions
69.3
Poor content quality → AI models will use competitor data, risking inaccurate information and lost visibility.
 WARN
// Detailed metrics — https://www.incident.io
AI Readiness i
52.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
88.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
68.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
100.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
50.0
Anthropic Claude readiness score.
L7 Perplexity i
40.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Poor content quality → AI models will use competitor data, risking inaccurate information and lost visibility.
+
https://www.posthog.com
— 0
POSITION CHANGE
No change by 0 positions
0.0
Critical content invisibility detected → AI models will rely on third-party scrapers, risking inaccurate or competitor-driven information about your offerings.
 FAIL
// Detailed metrics — https://www.posthog.com
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

Critical content invisibility detected → AI models will rely on third-party scrapers, risking inaccurate or competitor-driven information about your offerings.
+
https://www.attio.com
— 0
POSITION CHANGE
No change by 0 positions
67.3
Indexability issues and poor content quality → AI models will ignore attio.com, leading them to use competitor data for user queries.
 WARN
// Detailed metrics — https://www.attio.com
AI Readiness i
57.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
88.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
57.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
100.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
75.0
Google Gemini readiness score.
L7 Claude i
50.0
Anthropic Claude readiness score.
L7 Perplexity i
47.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will ignore attio.com, leading them to use competitor data for user queries.
+
https://www.cognism.com
— 0
POSITION CHANGE
No change by 0 positions
67.3
Poor content quality → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
 WARN
// Detailed metrics — https://www.cognism.com
AI Readiness i
48.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
88.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
66.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
100.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
85.0
Google Gemini readiness score.
L7 Claude i
70.0
Anthropic Claude readiness score.
L7 Perplexity i
52.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Poor content quality → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
+
https://www.paddle.com
— 0
POSITION CHANGE
No change by 0 positions
75.3
Insufficient content quality → AI models will rely on competitor data, diminishing your brand's visibility and authority.
 PASS
// Detailed metrics — https://www.paddle.com
AI Readiness i
65.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
93.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
68.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
85.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
100.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
75.0
Google Gemini readiness score.
L7 Claude i
75.0
Anthropic Claude readiness score.
L7 Perplexity i
67.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI models will rely on competitor data, diminishing your brand's visibility and authority.
+
https://www.synthesia.io
— 0
POSITION CHANGE
No change by 0 positions
73.3
Indexability issues and poor content quality → AI models will overlook Synthesia, favoring competitor content for user queries.
 PASS
// Detailed metrics — https://www.synthesia.io
AI Readiness i
68.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
68.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
84.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
80.0
Anthropic Claude readiness score.
L7 Perplexity i
75.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will overlook Synthesia, favoring competitor content for user queries.
+
https://www.tray.io
— 0
POSITION CHANGE
No change by 0 positions
0.0
HTTP access denied for AI bots → AI agents will use competitor data instead of your official site for analysis.
 FAIL
// Detailed metrics — https://www.tray.io
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

HTTP access denied for AI bots → AI agents will use competitor data instead of your official site for analysis.
+
https://www.tessian.com
— 0
POSITION CHANGE
No change by 0 positions
—
None
 FAIL
// Detailed metrics — https://www.tessian.com
AI Readiness i
—
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
—
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
—
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
—
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
—
Server-Side Rendering quality check.
L3 Indexability i
—
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
—
Content quality score based on auto-detected type.
L5 Tech SEO i
—
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
—
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
—
ChatGPT/OpenAI readiness score.
L7 Gemini i
—
Google Gemini readiness score.
L7 Claude i
—
Anthropic Claude readiness score.
L7 Perplexity i
—
Perplexity AI readiness score.
Content Type i
None
Auto-detected type for L4 scoring.
⚠ Main Blocker

None
+
https://www.egress.com
— 0
POSITION CHANGE
No change by 0 positions
75.3
Insufficient content quality → AI models will rely on competitor data, diminishing your brand's visibility and control over information.
 PASS
// Detailed metrics — https://www.egress.com
AI Readiness i
52.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
100.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
74.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
100.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
100.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
80.0
Google Gemini readiness score.
L7 Claude i
75.0
Anthropic Claude readiness score.
L7 Perplexity i
60.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI models will rely on competitor data, diminishing your brand's visibility and control over information.
+
https://www.garrison.com
— 0
POSITION CHANGE
No change by 0 positions
62.7
Insufficient content quality → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
 WARN
// Detailed metrics — https://www.garrison.com
AI Readiness i
57.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
80.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
51.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
40.0
Content quality score based on auto-detected type.
L5 Tech SEO i
90.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
70.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
60.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
55.0
Google Gemini readiness score.
L7 Claude i
55.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
ORGANIZATION
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
+
https://www.privitar.com
— 0
POSITION CHANGE
No change by 0 positions
—
None
 FAIL
// Detailed metrics — https://www.privitar.com
AI Readiness i
—
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
—
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
—
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
—
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
—
Server-Side Rendering quality check.
L3 Indexability i
—
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
—
Content quality score based on auto-detected type.
L5 Tech SEO i
—
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
—
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
—
ChatGPT/OpenAI readiness score.
L7 Gemini i
—
Google Gemini readiness score.
L7 Claude i
—
Anthropic Claude readiness score.
L7 Perplexity i
—
Perplexity AI readiness score.
Content Type i
None
Auto-detected type for L4 scoring.
⚠ Main Blocker

None
+
https://www.onfido.com
— 0
POSITION CHANGE
No change by 0 positions
—
None
 FAIL
// Detailed metrics — https://www.onfido.com
AI Readiness i
—
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
—
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
—
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
—
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
—
Server-Side Rendering quality check.
L3 Indexability i
—
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
—
Content quality score based on auto-detected type.
L5 Tech SEO i
—
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
—
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
—
ChatGPT/OpenAI readiness score.
L7 Gemini i
—
Google Gemini readiness score.
L7 Claude i
—
Anthropic Claude readiness score.
L7 Perplexity i
—
Perplexity AI readiness score.
Content Type i
None
Auto-detected type for L4 scoring.
⚠ Main Blocker

None
+
https://www.fonoa.com
— 0
POSITION CHANGE
No change by 0 positions
58.7
Indexability issues and poor content quality → AI models will struggle to understand your site, leading them to rely on competitor data for user queries.
 WARN
// Detailed metrics — https://www.fonoa.com
AI Readiness i
57.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
58.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
61.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
40.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
75.0
Google Gemini readiness score.
L7 Claude i
60.0
Anthropic Claude readiness score.
L7 Perplexity i
52.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will struggle to understand your site, leading them to rely on competitor data for user queries.
+
https://www.primer.io
— 0
POSITION CHANGE
No change by 0 positions
60.0
Indexability issues and poor content quality → AI models will struggle to understand your site, leading them to rely on competitor data for user queries.
 WARN
// Detailed metrics — https://www.primer.io
AI Readiness i
44.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
73.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
63.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
85.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
70.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
40.0
Anthropic Claude readiness score.
L7 Perplexity i
40.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will struggle to understand your site, leading them to rely on competitor data for user queries.
+
https://www.beamery.com
— 0
POSITION CHANGE
No change by 0 positions
65.3
Insufficient content quality → AI models will ignore your site, leading them to use competitor data for user queries.
 WARN
// Detailed metrics — https://www.beamery.com
AI Readiness i
65.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
73.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
58.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
70.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
75.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
55.0
Google Gemini readiness score.
L7 Claude i
70.0
Anthropic Claude readiness score.
L7 Perplexity i
52.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI models will ignore your site, leading them to use competitor data for user queries.
+
https://www.edume.com
— 0
POSITION CHANGE
No change by 0 positions
88.3
No AI bot blockers detected, ensuring Gemini and GPT can access your site for accurate information.
 PASS
// Detailed metrics — https://www.edume.com
AI Readiness i
97.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
80.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
88.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
95.0
Content quality score based on auto-detected type.
L5 Tech SEO i
80.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
80.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
100.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
75.0
Anthropic Claude readiness score.
L7 Perplexity i
75.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

No AI bot blockers detected, ensuring Gemini and GPT can access your site for accurate information.
+
https://www.learnerbly.com
— 0
POSITION CHANGE
No change by 0 positions
71.0
Insufficient content quality → AI models will ignore learnerbly.com, citing competitor sites for user queries.
 PASS
// Detailed metrics — https://www.learnerbly.com
AI Readiness i
52.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
75.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
86.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
90.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
90.0
Anthropic Claude readiness score.
L7 Perplexity i
75.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI models will ignore learnerbly.com, citing competitor sites for user queries.
+
https://www.unibuddy.com
— 0
POSITION CHANGE
No change by 0 positions
70.0
Indexability and content quality issues → AI models will struggle to understand your site, leading them to use competitor data for user queries.
 PASS
// Detailed metrics — https://www.unibuddy.com
AI Readiness i
61.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
88.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
61.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
90.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
90.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
85.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
45.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
75.0
Google Gemini readiness score.
L7 Claude i
70.0
Anthropic Claude readiness score.
L7 Perplexity i
52.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability and content quality issues → AI models will struggle to understand your site, leading them to use competitor data for user queries.
+
https://www.arbolus.com
— 0
POSITION CHANGE
No change by 0 positions
0.0
Robots.txt blocks AI bots → AI agents will cite competitor data, bypassing your official site for crucial insights.
 FAIL
// Detailed metrics — https://www.arbolus.com
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

Robots.txt blocks AI bots → AI agents will cite competitor data, bypassing your official site for crucial insights.
+
https://www.truelayer.com
— 0
POSITION CHANGE
No change by 0 positions
60.7
Poor content quality → AI models will ignore your site, leading to competitors or scrapers being cited for your information.
 WARN
// Detailed metrics — https://www.truelayer.com
AI Readiness i
48.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
75.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
59.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
65.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
85.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
65.0
Google Gemini readiness score.
L7 Claude i
70.0
Anthropic Claude readiness score.
L7 Perplexity i
47.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Poor content quality → AI models will ignore your site, leading to competitors or scrapers being cited for your information.
+
https://www.yapily.com
— 0
POSITION CHANGE
No change by 0 positions
66.0
Indexability issues and poor content quality risk AI agents ignoring yapily.com, leading them to cite competitor data and bypass official information.
 WARN
// Detailed metrics — https://www.yapily.com
AI Readiness i
44.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
75.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
79.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
95.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
55.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
75.0
Anthropic Claude readiness score.
L7 Perplexity i
60.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality risk AI agents ignoring yapily.com, leading them to cite competitor data and bypass official information.
+
https://www.bud.financial
— 0
POSITION CHANGE
No change by 0 positions
0.0
HTTP access denied for AI bots → AI agents will cite competitor data, bypassing your official site for information.
 FAIL
// Detailed metrics — https://www.bud.financial
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

HTTP access denied for AI bots → AI agents will cite competitor data, bypassing your official site for information.
+
https://www.codat.io
— 0
POSITION CHANGE
No change by 0 positions
0.0
Robots.txt blocks AI bots → Your official data will be ignored, leading AI to cite competitor content and misrepresent your services.
 FAIL
// Detailed metrics — https://www.codat.io
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

Robots.txt blocks AI bots → Your official data will be ignored, leading AI to cite competitor content and misrepresent your services.
+
https://www.robinai.co.uk
— 0
POSITION CHANGE
No change by 0 positions
0.0
HTTP access denied for AI bots → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
 FAIL
// Detailed metrics — https://www.robinai.co.uk
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

HTTP access denied for AI bots → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
+
https://www.autogenai.com
— 0
POSITION CHANGE
No change by 0 positions
71.3
Poor content quality → AI agents will ignore your site, citing competitors and risking data inaccuracy.
 PASS
// Detailed metrics — https://www.autogenai.com
AI Readiness i
52.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
84.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
78.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
93.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
75.0
Anthropic Claude readiness score.
L7 Perplexity i
55.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Poor content quality → AI agents will ignore your site, citing competitors and risking data inaccuracy.
+
https://www.speechmatics.com
— 0
POSITION CHANGE
No change by 0 positions
82.7
Content quality issues → AI models will miss your site, leading them to use competitor data for user queries.
 PASS
// Detailed metrics — https://www.speechmatics.com
AI Readiness i
76.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
93.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
79.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
85.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
100.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
75.0
Anthropic Claude readiness score.
L7 Perplexity i
60.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Content quality issues → AI models will miss your site, leading them to use competitor data for user queries.
+
https://www.papercup.com
— 0
POSITION CHANGE
No change by 0 positions
—
None
 FAIL
// Detailed metrics — https://www.papercup.com
AI Readiness i
—
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
—
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
—
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
—
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
—
Server-Side Rendering quality check.
L3 Indexability i
—
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
—
Content quality score based on auto-detected type.
L5 Tech SEO i
—
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
—
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
—
ChatGPT/OpenAI readiness score.
L7 Gemini i
—
Google Gemini readiness score.
L7 Claude i
—
Anthropic Claude readiness score.
L7 Perplexity i
—
Perplexity AI readiness score.
Content Type i
None
Auto-detected type for L4 scoring.
⚠ Main Blocker

None
+
https://www.lumar.io
— 0
POSITION CHANGE
No change by 0 positions
72.7
Insufficient content quality → AI models will ignore lumar.io, leading to competitor data being used by Gemini and GPT.
 PASS
// Detailed metrics — https://www.lumar.io
AI Readiness i
52.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
80.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
86.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
84.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
90.0
Anthropic Claude readiness score.
L7 Perplexity i
75.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI models will ignore lumar.io, leading to competitor data being used by Gemini and GPT.
+
https://www.goodlord.co
— 0
POSITION CHANGE
No change by 0 positions
—
None
 FAIL
// Detailed metrics — https://www.goodlord.co
AI Readiness i
—
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
—
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
—
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
—
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
—
Server-Side Rendering quality check.
L3 Indexability i
—
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
—
Content quality score based on auto-detected type.
L5 Tech SEO i
—
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
—
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
—
ChatGPT/OpenAI readiness score.
L7 Gemini i
—
Google Gemini readiness score.
L7 Claude i
—
Anthropic Claude readiness score.
L7 Perplexity i
—
Perplexity AI readiness score.
Content Type i
None
Auto-detected type for L4 scoring.
⚠ Main Blocker

None
+
https://www.landtech.uk
— 0
POSITION CHANGE
No change by 0 positions
0.0
HTTP access denied for AI bots → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
 FAIL
// Detailed metrics — https://www.landtech.uk
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

HTTP access denied for AI bots → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
+
https://www.infogrid.io
— 0
POSITION CHANGE
No change by 0 positions
—
None
 FAIL
// Detailed metrics — https://www.infogrid.io
AI Readiness i
—
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
—
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
—
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
—
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
—
Server-Side Rendering quality check.
L3 Indexability i
—
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
—
Content quality score based on auto-detected type.
L5 Tech SEO i
—
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
—
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
—
ChatGPT/OpenAI readiness score.
L7 Gemini i
—
Google Gemini readiness score.
L7 Claude i
—
Anthropic Claude readiness score.
L7 Perplexity i
—
Perplexity AI readiness score.
Content Type i
None
Auto-detected type for L4 scoring.
⚠ Main Blocker

None
+
https://www.sylvera.com
— 0
POSITION CHANGE
No change by 0 positions
59.7
Indexability issues and poor content quality → AI models will struggle to understand your site, leading them to rely on competitor data for user queries.
 WARN
// Detailed metrics — https://www.sylvera.com
AI Readiness i
57.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
73.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
49.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
85.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
45.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
75.0
Google Gemini readiness score.
L7 Claude i
45.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will struggle to understand your site, leading them to rely on competitor data for user queries.
+
https://www.supercritical.earth
— 0
POSITION CHANGE
No change by 0 positions
0.0
HTTP access denied for AI bots → AI agents will cite competitor data, bypassing your official site for critical information.
 FAIL
// Detailed metrics — https://www.supercritical.earth
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

HTTP access denied for AI bots → AI agents will cite competitor data, bypassing your official site for critical information.
+
https://www.bezero.com
— 0
POSITION CHANGE
No change by 0 positions
—
None
 FAIL
// Detailed metrics — https://www.bezero.com
AI Readiness i
—
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
—
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
—
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
—
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
—
Server-Side Rendering quality check.
L3 Indexability i
—
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
—
Content quality score based on auto-detected type.
L5 Tech SEO i
—
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
—
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
—
ChatGPT/OpenAI readiness score.
L7 Gemini i
—
Google Gemini readiness score.
L7 Claude i
—
Anthropic Claude readiness score.
L7 Perplexity i
—
Perplexity AI readiness score.
Content Type i
None
Auto-detected type for L4 scoring.
⚠ Main Blocker

None
+
https://www.lunio.ai
— 0
POSITION CHANGE
No change by 0 positions
75.3
Missing essential business details → AI may rely on outdated competitor data, impacting brand perception and user trust.
 PASS
// Detailed metrics — https://www.lunio.ai
AI Readiness i
79.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
73.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
74.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
65.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
71.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
80.0
Google Gemini readiness score.
L7 Claude i
75.0
Anthropic Claude readiness score.
L7 Perplexity i
60.0
Perplexity AI readiness score.
Content Type i
ORGANIZATION
Auto-detected type for L4 scoring.
⚠ Main Blocker

Missing essential business details → AI may rely on outdated competitor data, impacting brand perception and user trust.
+
https://www.adzuna.co.uk
— 0
POSITION CHANGE
No change by 0 positions
63.0
Indexability issues and poor content quality → AI models will ignore your site, leading to competitors and scrapers being cited instead of your official data.
 WARN
// Detailed metrics — https://www.adzuna.co.uk
AI Readiness i
57.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
78.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
54.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
70.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
85.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
55.0
Google Gemini readiness score.
L7 Claude i
60.0
Anthropic Claude readiness score.
L7 Perplexity i
47.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will ignore your site, leading to competitors and scrapers being cited instead of your official data.
+
https://www.hackajob.com
— 0
POSITION CHANGE
No change by 0 positions
63.3
Poor content quality → AI models will ignore hackajob.com, leading to third-party sites being cited for job seeker information.
 WARN
// Detailed metrics — https://www.hackajob.com
AI Readiness i
48.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
76.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
66.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
80.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
71.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
85.0
Google Gemini readiness score.
L7 Claude i
70.0
Anthropic Claude readiness score.
L7 Perplexity i
52.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Poor content quality → AI models will ignore hackajob.com, leading to third-party sites being cited for job seeker information.
+
https://www.pinpointhq.com
— 0
POSITION CHANGE
No change by 0 positions
88.7
AI bot readiness confirmed, no visibility loss detected.
 PASS
// Detailed metrics — https://www.pinpointhq.com
AI Readiness i
100.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
90.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
76.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
100.0
Content quality score based on auto-detected type.
L5 Tech SEO i
100.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
80.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
100.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
90.0
Google Gemini readiness score.
L7 Claude i
60.0
Anthropic Claude readiness score.
L7 Perplexity i
55.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

AI bot readiness confirmed, no visibility loss detected.
+
https://www.arcticshores.com
— 0
POSITION CHANGE
No change by 0 positions
64.0
Insufficient content quality → AI models will ignore your site, leading to competitor data being used by Gemini and GPT for your services.
 WARN
// Detailed metrics — https://www.arcticshores.com
AI Readiness i
48.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
80.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
64.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
80.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
80.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
85.0
Google Gemini readiness score.
L7 Claude i
70.0
Anthropic Claude readiness score.
L7 Perplexity i
47.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI models will ignore your site, leading to competitor data being used by Gemini and GPT for your services.
+
https://www.v7labs.com
— 0
POSITION CHANGE
No change by 0 positions
63.0
Poor content quality → AI models will ignore v7labs.com, leading them to cite competitor data and miss crucial updates.
 WARN
// Detailed metrics — https://www.v7labs.com
AI Readiness i
48.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
68.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
73.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
95.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
40.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
85.0
Google Gemini readiness score.
L7 Claude i
85.0
Anthropic Claude readiness score.
L7 Perplexity i
67.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Poor content quality → AI models will ignore v7labs.com, leading them to cite competitor data and miss crucial updates.
+
https://www.encord.com
— 0
POSITION CHANGE
No change by 0 positions
69.7
Poor content quality and missing structured data → AI models will struggle to understand your site, potentially leading them to use competitor information for user queries.
 WARN
// Detailed metrics — https://www.encord.com
AI Readiness i
65.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
73.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
71.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
65.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
80.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
75.0
Google Gemini readiness score.
L7 Claude i
85.0
Anthropic Claude readiness score.
L7 Perplexity i
67.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Poor content quality and missing structured data → AI models will struggle to understand your site, potentially leading them to use competitor information for user queries.
+
https://www.qatalog.com
— 0
POSITION CHANGE
No change by 0 positions
—
None
 FAIL
// Detailed metrics — https://www.qatalog.com
AI Readiness i
—
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
—
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
—
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
—
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
—
Server-Side Rendering quality check.
L3 Indexability i
—
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
—
Content quality score based on auto-detected type.
L5 Tech SEO i
—
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
—
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
—
ChatGPT/OpenAI readiness score.
L7 Gemini i
—
Google Gemini readiness score.
L7 Claude i
—
Anthropic Claude readiness score.
L7 Perplexity i
—
Perplexity AI readiness score.
Content Type i
None
Auto-detected type for L4 scoring.
⚠ Main Blocker

None
+
https://www.raycast.com
— 0
POSITION CHANGE
No change by 0 positions
73.0
Insufficient content quality → AI models will ignore your site, leading to competitors or scrapers being cited for information about your offerings.
 PASS
// Detailed metrics — https://www.raycast.com
AI Readiness i
65.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
88.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
66.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
100.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
45.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
75.0
Google Gemini readiness score.
L7 Claude i
75.0
Anthropic Claude readiness score.
L7 Perplexity i
67.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI models will ignore your site, leading to competitors or scrapers being cited for information about your offerings.
+
https://www.snyk.io
— 0
POSITION CHANGE
No change by 0 positions
65.3
Insufficient content quality → AI agents will use competitor data, diminishing your site's visibility and authority.
 WARN
// Detailed metrics — https://www.snyk.io
AI Readiness i
52.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
74.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
70.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
55.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
93.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
60.0
Anthropic Claude readiness score.
L7 Perplexity i
40.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI agents will use competitor data, diminishing your site's visibility and authority.
+
https://www.accurx.com
— 0
POSITION CHANGE
No change by 0 positions
65.0
Indexability issues and poor content quality → AI models will struggle to understandaccurx.com, leading them to rely on less reliable third-party sources for information.
 WARN
// Detailed metrics — https://www.accurx.com
AI Readiness i
57.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
75.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
63.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
90.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
45.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
75.0
Google Gemini readiness score.
L7 Claude i
65.0
Anthropic Claude readiness score.
L7 Perplexity i
67.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will struggle to understandaccurx.com, leading them to rely on less reliable third-party sources for information.
+
https://www.humn.ai
— 0
POSITION CHANGE
No change by 0 positions
0.0
HTTP access denied for AI bots → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
 FAIL
// Detailed metrics — https://www.humn.ai
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

HTTP access denied for AI bots → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
+
https://www.streetbees.com
— 0
POSITION CHANGE
No change by 0 positions
52.7
Missing structured data and poor content quality → AI models will ignore streetbees.com, favoring competitor content for user queries.
 WARN
// Detailed metrics — https://www.streetbees.com
AI Readiness i
40.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
60.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
58.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
60.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
45.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
85.0
Google Gemini readiness score.
L7 Claude i
50.0
Anthropic Claude readiness score.
L7 Perplexity i
52.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Missing structured data and poor content quality → AI models will ignore streetbees.com, favoring competitor content for user queries.
+
https://www.zencargo.com
— 0
POSITION CHANGE
No change by 0 positions
0.0
Robots.txt blocks AI bots, causing LLMs to cite competitor data and bypass your official site.
 FAIL
// Detailed metrics — https://www.zencargo.com
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

Robots.txt blocks AI bots, causing LLMs to cite competitor data and bypass your official site.
+
https://www.beaconhq.com
— 0
POSITION CHANGE
No change by 0 positions
59.0
Indexability issues and poor content quality risk AI agents bypassing your site for competitor data.
 WARN
// Detailed metrics — https://www.beaconhq.com
AI Readiness i
40.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
81.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
56.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
100.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
62.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
45.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
65.0
Google Gemini readiness score.
L7 Claude i
60.0
Anthropic Claude readiness score.
L7 Perplexity i
52.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality risk AI agents bypassing your site for competitor data.
+
https://www.geckoboard.com
— 0
POSITION CHANGE
No change by 0 positions
66.7
Poor content quality → AI models will ignore your site, citing competitors and risking inaccurate information about your offerings.
 WARN
// Detailed metrics — https://www.geckoboard.com
AI Readiness i
48.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
93.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
59.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
85.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
100.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
65.0
Google Gemini readiness score.
L7 Claude i
70.0
Anthropic Claude readiness score.
L7 Perplexity i
47.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Poor content quality → AI models will ignore your site, citing competitors and risking inaccurate information about your offerings.
+
https://www.matillion.com
— 0
POSITION CHANGE
No change by 0 positions
66.0
Indexability issues and poor content quality → AI models will ignore Matillion.com, favoring competitor sites for information.
 WARN
// Detailed metrics — https://www.matillion.com
AI Readiness i
44.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
75.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
79.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
85.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
65.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
75.0
Anthropic Claude readiness score.
L7 Perplexity i
60.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will ignore Matillion.com, favoring competitor sites for information.
+
https://www.cloudsmith.com
— 0
POSITION CHANGE
No change by 0 positions
0.0
HTTP access denied for AI bots → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
 FAIL
// Detailed metrics — https://www.cloudsmith.com
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

HTTP access denied for AI bots → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
+
https://www.gravitysketch.com
— 0
POSITION CHANGE
No change by 0 positions
65.3
Insufficient content quality → AI models will ignore your site, leading to competitors being cited by Gemini and GPT for your product information.
 WARN
// Detailed metrics — https://www.gravitysketch.com
AI Readiness i
52.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
74.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
70.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
55.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
93.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
60.0
Anthropic Claude readiness score.
L7 Perplexity i
40.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI models will ignore your site, leading to competitors being cited by Gemini and GPT for your product information.
+
https://www.multiverse.io
— 0
POSITION CHANGE
No change by 0 positions
72.7
Insufficient content quality → AI models will struggle to understand your offerings, potentially leading them to rely on less accurate third-party sources for information.
 PASS
// Detailed metrics — https://www.multiverse.io
AI Readiness i
65.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
92.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
61.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
90.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
93.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
75.0
Google Gemini readiness score.
L7 Claude i
60.0
Anthropic Claude readiness score.
L7 Perplexity i
52.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI models will struggle to understand your offerings, potentially leading them to rely on less accurate third-party sources for information.
+
https://www.peppy.health
— 0
POSITION CHANGE
No change by 0 positions
83.7
Insufficient content quality → AI agents will cite competitor data, leading to inaccurate information and loss of direct customer engagement.
 PASS
// Detailed metrics — https://www.peppy.health
AI Readiness i
79.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
86.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
86.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
65.0
Content quality score based on auto-detected type.
L5 Tech SEO i
80.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
91.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
90.0
Anthropic Claude readiness score.
L7 Perplexity i
75.0
Perplexity AI readiness score.
Content Type i
ORGANIZATION
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI agents will cite competitor data, leading to inaccurate information and loss of direct customer engagement.
+
https://www.thoughtmachine.net
— 0
POSITION CHANGE
No change by 0 positions
55.7
Indexability issues and poor content quality → AI models will ignore your site, leading them to use competitor data for user queries.
 WARN
// Detailed metrics — https://www.thoughtmachine.net
AI Readiness i
57.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
63.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
47.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
50.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
35.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
75.0
Google Gemini readiness score.
L7 Claude i
45.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will ignore your site, leading them to use competitor data for user queries.
+
https://www.10xbanking.com
— 0
POSITION CHANGE
No change by 0 positions
89.3
Aggressive bot blocking detected → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
 PASS
// Detailed metrics — https://www.10xbanking.com
AI Readiness i
100.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
83.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
85.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
100.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
91.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
100.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
90.0
Google Gemini readiness score.
L7 Claude i
75.0
Anthropic Claude readiness score.
L7 Perplexity i
75.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Aggressive bot blocking detected → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
+
https://www.weavr.io
— 0
POSITION CHANGE
No change by 0 positions
0.0
Robots.txt blocks AI bots, causing LLMs to use competitor data, risking inaccurate and outdated information about your services.
 FAIL
// Detailed metrics — https://www.weavr.io
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

Robots.txt blocks AI bots, causing LLMs to use competitor data, risking inaccurate and outdated information about your services.
+
https://www.yulife.com
— 0
POSITION CHANGE
No change by 0 positions
73.3
Aggressive bot blocking detected → AI agents like Gemini will cite competitor blogs to answer queries about your services, bypassing your official site.
 PASS
// Detailed metrics — https://www.yulife.com
AI Readiness i
74.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
75.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
71.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
80.0
Content quality score based on auto-detected type.
L5 Tech SEO i
90.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
55.0
Anthropic Claude readiness score.
L7 Perplexity i
47.0
Perplexity AI readiness score.
Content Type i
ORGANIZATION
Auto-detected type for L4 scoring.
⚠ Main Blocker

Aggressive bot blocking detected → AI agents like Gemini will cite competitor blogs to answer queries about your services, bypassing your official site.
+
https://www.zego.com
— 0
POSITION CHANGE
No change by 0 positions
66.3
Indexability issues and poor content quality → AI models will struggle to understand your site, leading them to use competitor data for user queries.
 WARN
// Detailed metrics — https://www.zego.com
AI Readiness i
44.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
85.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
70.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
85.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
84.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
60.0
Anthropic Claude readiness score.
L7 Perplexity i
40.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will struggle to understand your site, leading them to use competitor data for user queries.
+
https://www.wearetempo.com
— 0
POSITION CHANGE
No change by 0 positions
0.0
HTTP access denied for AI bots → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
 FAIL
// Detailed metrics — https://www.wearetempo.com
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

HTTP access denied for AI bots → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
+
https://www.kleene.ai
— 0
POSITION CHANGE
No change by 0 positions
0.0
Robots.txt blocks AI bots → Your site will be ignored by LLMs, forcing them to use competitor data for insights on your services.
 FAIL
// Detailed metrics — https://www.kleene.ai
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

Robots.txt blocks AI bots → Your site will be ignored by LLMs, forcing them to use competitor data for insights on your services.
+
https://www.natterbox.com
— 0
POSITION CHANGE
No change by 0 positions
0.0
Robots.txt blocks AI bots → Your site will be ignored by LLMs, leading them to cite competitor data and misrepresent your services.
 FAIL
// Detailed metrics — https://www.natterbox.com
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

Robots.txt blocks AI bots → Your site will be ignored by LLMs, leading them to cite competitor data and misrepresent your services.
+
https://www.quantexa.com
— 0
POSITION CHANGE
No change by 0 positions
82.3
No AI bot blockers detected, ensuring Gemini and GPT can access your site for accurate information.
 PASS
// Detailed metrics — https://www.quantexa.com
AI Readiness i
82.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
83.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
82.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
100.0
Content quality score based on auto-detected type.
L5 Tech SEO i
85.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
80.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
100.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
90.0
Google Gemini readiness score.
L7 Claude i
70.0
Anthropic Claude readiness score.
L7 Perplexity i
67.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

No AI bot blockers detected, ensuring Gemini and GPT can access your site for accurate information.
+
https://www.tractable.ai
— 0
POSITION CHANGE
No change by 0 positions
0.0
Robots.txt blocks AI bots, causing LLMs to cite competitor data and lose visibility of your official content.
 FAIL
// Detailed metrics — https://www.tractable.ai
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

Robots.txt blocks AI bots, causing LLMs to cite competitor data and lose visibility of your official content.
+
https://www.sedric.ai
— 0
POSITION CHANGE
No change by 0 positions
54.0
Indexability issues and poor content quality risk AI agents bypassing your site for competitor data.
 WARN
// Detailed metrics — https://www.sedric.ai
AI Readiness i
40.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
68.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
54.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
85.0
Google Gemini readiness score.
L7 Claude i
45.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality risk AI agents bypassing your site for competitor data.
+
https://www.cord.com
— 0
POSITION CHANGE
No change by 0 positions
53.7
Indexability issues and poor content quality → AI models will ignore your site, leading to competitors and scrapers dominating search results for your brand.
 WARN
// Detailed metrics — https://www.cord.com
AI Readiness i
49.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
60.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
52.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
40.0
Content quality score based on auto-detected type.
L5 Tech SEO i
100.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
20.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
60.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
80.0
Google Gemini readiness score.
L7 Claude i
35.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will ignore your site, leading to competitors and scrapers dominating search results for your brand.
+
https://www.canopy.rent
— 0
POSITION CHANGE
No change by 0 positions
51.3
Indexability issues and poor content quality → AI models will ignore Canopy.rent, leading them to cite competitors for rental information.
 WARN
// Detailed metrics — https://www.canopy.rent
AI Readiness i
45.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
60.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
49.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
30.0
Content quality score based on auto-detected type.
L5 Tech SEO i
80.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
40.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
75.0
Google Gemini readiness score.
L7 Claude i
35.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will ignore Canopy.rent, leading them to cite competitors for rental information.
+
https://www.lunalabs.io
— 0
POSITION CHANGE
No change by 0 positions
—
None
 FAIL
// Detailed metrics — https://www.lunalabs.io
AI Readiness i
—
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
—
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
—
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
—
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
—
Server-Side Rendering quality check.
L3 Indexability i
—
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
—
Content quality score based on auto-detected type.
L5 Tech SEO i
—
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
—
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
—
ChatGPT/OpenAI readiness score.
L7 Gemini i
—
Google Gemini readiness score.
L7 Claude i
—
Anthropic Claude readiness score.
L7 Perplexity i
—
Perplexity AI readiness score.
Content Type i
None
Auto-detected type for L4 scoring.
⚠ Main Blocker

None
+
https://www.capdesk.com
— 0
POSITION CHANGE
No change by 0 positions
—
None
 FAIL
// Detailed metrics — https://www.capdesk.com
AI Readiness i
—
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
—
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
—
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
—
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
—
Server-Side Rendering quality check.
L3 Indexability i
—
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
—
Content quality score based on auto-detected type.
L5 Tech SEO i
—
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
—
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
—
ChatGPT/OpenAI readiness score.
L7 Gemini i
—
Google Gemini readiness score.
L7 Claude i
—
Anthropic Claude readiness score.
L7 Perplexity i
—
Perplexity AI readiness score.
Content Type i
None
Auto-detected type for L4 scoring.
⚠ Main Blocker

None
+
https://www.ledgy.com
— 0
POSITION CHANGE
No change by 0 positions
58.7
Indexability issues and poor content quality → AI models will ignore Ledgy, favoring competitor content for user queries.
 WARN
// Detailed metrics — https://www.ledgy.com
AI Readiness i
40.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
68.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
68.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
45.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
85.0
Google Gemini readiness score.
L7 Claude i
75.0
Anthropic Claude readiness score.
L7 Perplexity i
67.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will ignore Ledgy, favoring competitor content for user queries.
+
https://www.slite.com
— 0
POSITION CHANGE
No change by 0 positions
67.0
Indexability and content quality issues → AI models will struggle to understand your site, leading them to use competitor data for user queries.
 WARN
// Detailed metrics — https://www.slite.com
AI Readiness i
44.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
91.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
66.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
90.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
90.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
92.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
85.0
Google Gemini readiness score.
L7 Claude i
70.0
Anthropic Claude readiness score.
L7 Perplexity i
52.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability and content quality issues → AI models will struggle to understand your site, leading them to use competitor data for user queries.
+
https://www.gitpod.io
— 0
POSITION CHANGE
No change by 0 positions
—
None
 FAIL
// Detailed metrics — https://www.gitpod.io
AI Readiness i
—
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
—
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
—
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
—
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
—
Server-Side Rendering quality check.
L3 Indexability i
—
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
—
Content quality score based on auto-detected type.
L5 Tech SEO i
—
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
—
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
—
ChatGPT/OpenAI readiness score.
L7 Gemini i
—
Google Gemini readiness score.
L7 Claude i
—
Anthropic Claude readiness score.
L7 Perplexity i
—
Perplexity AI readiness score.
Content Type i
None
Auto-detected type for L4 scoring.
⚠ Main Blocker

None
+
https://www.oviva.com
— 0
POSITION CHANGE
No change by 0 positions
75.0
Low content quality detected → AI agents will ignore Oviva.com, citing competitor sites for user information.
 PASS
// Detailed metrics — https://www.oviva.com
AI Readiness i
82.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
67.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
76.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
70.0
Content quality score based on auto-detected type.
L5 Tech SEO i
70.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
64.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
100.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
90.0
Google Gemini readiness score.
L7 Claude i
60.0
Anthropic Claude readiness score.
L7 Perplexity i
55.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Low content quality detected → AI agents will ignore Oviva.com, citing competitor sites for user information.
+
https://www.econsult.net
— 0
POSITION CHANGE
No change by 0 positions
0.0
Robots.txt blocks AI bots → Your site will be ignored by LLMs, leading them to cite competitor data for queries about your services.
 FAIL
// Detailed metrics — https://www.econsult.net
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

Robots.txt blocks AI bots → Your site will be ignored by LLMs, leading them to cite competitor data for queries about your services.
+
https://www.brandwatch.com
— 0
POSITION CHANGE
No change by 0 positions
70.0
Insufficient video content quality → AI models will favor competitor sites for information, diminishing your brand's visibility.
 PASS
// Detailed metrics — https://www.brandwatch.com
AI Readiness i
52.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
88.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
70.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
95.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
80.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
60.0
Anthropic Claude readiness score.
L7 Perplexity i
40.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient video content quality → AI models will favor competitor sites for information, diminishing your brand's visibility.
+
https://www.unbabel.com
— 0
POSITION CHANGE
No change by 0 positions
0.0
Robots.txt blocks AI bots → AI agents will cite competitor data, bypassing your official site and impacting visibility.
 FAIL
// Detailed metrics — https://www.unbabel.com
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

Robots.txt blocks AI bots → AI agents will cite competitor data, bypassing your official site and impacting visibility.
+
https://www.lokalise.com
— 0
POSITION CHANGE
No change by 0 positions
72.3
Poor content quality → AI models will ignore Lokalise, using competitor data and losing valuable visibility.
 PASS
// Detailed metrics — https://www.lokalise.com
AI Readiness i
48.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
93.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
76.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
85.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
100.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
70.0
Anthropic Claude readiness score.
L7 Perplexity i
52.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Poor content quality → AI models will ignore Lokalise, using competitor data and losing valuable visibility.
+
https://www.roserocket.com
— 0
POSITION CHANGE
No change by 0 positions
66.3
Low content quality and missing structured data → AI models will struggle to understand your site, potentially citing competitor content or failing to index your information.
 WARN
// Detailed metrics — https://www.roserocket.com
AI Readiness i
65.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
80.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
54.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
100.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
75.0
Google Gemini readiness score.
L7 Claude i
55.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Low content quality and missing structured data → AI models will struggle to understand your site, potentially citing competitor content or failing to index your information.
+
https://www.prograd.uk
— 0
POSITION CHANGE
No change by 0 positions
58.7
Indexability and content quality issues risk AI models ignoring prograd.uk, leading them to cite competitors or scrapers for information.
 WARN
// Detailed metrics — https://www.prograd.uk
AI Readiness i
40.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
73.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
63.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
85.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
65.0
Google Gemini readiness score.
L7 Claude i
65.0
Anthropic Claude readiness score.
L7 Perplexity i
67.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability and content quality issues risk AI models ignoring prograd.uk, leading them to cite competitors or scrapers for information.
+
https://www.perlego.com
— 0
POSITION CHANGE
No change by 0 positions
61.3
Poor content quality → AI models will ignore Perlego, using competitor sites and scrapers to answer user questions.
 WARN
// Detailed metrics — https://www.perlego.com
AI Readiness i
48.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
70.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
66.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
60.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
80.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
85.0
Google Gemini readiness score.
L7 Claude i
70.0
Anthropic Claude readiness score.
L7 Perplexity i
52.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Poor content quality → AI models will ignore Perlego, using competitor sites and scrapers to answer user questions.
+
https://www.zinio.com
— 0
POSITION CHANGE
No change by 0 positions
73.3
Insufficient content quality → AI agents will ignore Zinio.com, citing competitor sites for product information.
 PASS
// Detailed metrics — https://www.zinio.com
AI Readiness i
76.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
63.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
81.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
72.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
65.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
70.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
80.0
Anthropic Claude readiness score.
L7 Perplexity i
75.0
Perplexity AI readiness score.
Content Type i
ORGANIZATION
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI agents will ignore Zinio.com, citing competitor sites for product information.
+
https://www.nothing.tech
— 0
POSITION CHANGE
No change by 0 positions
59.0
Insufficient content quality → AI agents will ignore your site, citing competitors for information about your products.
 WARN
// Detailed metrics — https://www.nothing.tech
AI Readiness i
48.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
75.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
54.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
100.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
50.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
45.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
85.0
Google Gemini readiness score.
L7 Claude i
55.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI agents will ignore your site, citing competitors for information about your products.
+
https://www.pitch.com
— 0
POSITION CHANGE
No change by 0 positions
0.0
Robots.txt blocks AI bots, causing LLMs to cite competitor data instead of your official site.
 FAIL
// Detailed metrics — https://www.pitch.com
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

Robots.txt blocks AI bots, causing LLMs to cite competitor data instead of your official site.
+
https://www.typeform.com
— 0
POSITION CHANGE
No change by 0 positions
65.3
Indexability issues and poor content quality → AI models will ignore your site, favoring competitors and scrapers for information.
 WARN
// Detailed metrics — https://www.typeform.com
AI Readiness i
44.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
68.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
84.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
80.0
Anthropic Claude readiness score.
L7 Perplexity i
75.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will ignore your site, favoring competitors and scrapers for information.
+
https://www.builder.ai
— 0
POSITION CHANGE
No change by 0 positions
—
None
 FAIL
// Detailed metrics — https://www.builder.ai
AI Readiness i
—
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
—
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
—
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
—
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
—
Server-Side Rendering quality check.
L3 Indexability i
—
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
—
Content quality score based on auto-detected type.
L5 Tech SEO i
—
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
—
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
—
ChatGPT/OpenAI readiness score.
L7 Gemini i
—
Google Gemini readiness score.
L7 Claude i
—
Anthropic Claude readiness score.
L7 Perplexity i
—
Perplexity AI readiness score.
Content Type i
None
Auto-detected type for L4 scoring.
⚠ Main Blocker

None
+
https://www.hopin.com
— 0
POSITION CHANGE
No change by 0 positions
0.0
Robots.txt blocks AI bots → Your site's content will be ignored by LLMs, leading them to cite competitor data for user queries.
 FAIL
// Detailed metrics — https://www.hopin.com
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

Robots.txt blocks AI bots → Your site's content will be ignored by LLMs, leading them to cite competitor data for user queries.
+
https://www.badoo.com
— 0
POSITION CHANGE
No change by 0 positions
71.3
Low content quality → AI models will ignore your site, citing competitors and risking data scraping.
 PASS
// Detailed metrics — https://www.badoo.com
AI Readiness i
65.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
92.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
57.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
90.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
93.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
55.0
Google Gemini readiness score.
L7 Claude i
70.0
Anthropic Claude readiness score.
L7 Perplexity i
47.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Low content quality → AI models will ignore your site, citing competitors and risking data scraping.
+
https://www.depop.com
— 0
POSITION CHANGE
No change by 0 positions
0.0
HTTP access denied for AI bots → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
 FAIL
// Detailed metrics — https://www.depop.com
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

HTTP access denied for AI bots → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
+
https://www.bloomandwild.com
— 0
POSITION CHANGE
No change by 0 positions
0.0
Empty pages for AI → Search engines will use competitor data, not yours, to answer customer questions.
 FAIL
// Detailed metrics — https://www.bloomandwild.com
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

Empty pages for AI → Search engines will use competitor data, not yours, to answer customer questions.
+
https://www.gocardless.com
— 0
POSITION CHANGE
No change by 0 positions
86.3
AI bot readiness is high, but a score of 70 for Gemini indicates potential AI visibility loss, risking that LLMs may cite competitor data instead of your official site.
 PASS
// Detailed metrics — https://www.gocardless.com
AI Readiness i
100.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
74.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
85.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
100.0
Content quality score based on auto-detected type.
L5 Tech SEO i
65.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
82.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
100.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
70.0
Google Gemini readiness score.
L7 Claude i
80.0
Anthropic Claude readiness score.
L7 Perplexity i
90.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

AI bot readiness is high, but a score of 70 for Gemini indicates potential AI visibility loss, risking that LLMs may cite competitor data instead of your official site.
+
https://www.monzo.com
— 0
POSITION CHANGE
No change by 0 positions
65.3
Insufficient content quality → AI agents will use competitor data, impacting your visibility and search rankings.
 WARN
// Detailed metrics — https://www.monzo.com
AI Readiness i
69.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
53.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
74.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
70.0
Content quality score based on auto-detected type.
L5 Tech SEO i
50.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
55.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
90.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
75.0
Google Gemini readiness score.
L7 Claude i
70.0
Anthropic Claude readiness score.
L7 Perplexity i
62.0
Perplexity AI readiness score.
Content Type i
ORGANIZATION
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI agents will use competitor data, impacting your visibility and search rankings.
+
https://www.revolut.com
— 0
POSITION CHANGE
No change by 0 positions
0.0
HTTP access denied for AI bots → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
 FAIL
// Detailed metrics — https://www.revolut.com
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

HTTP access denied for AI bots → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
+
https://www.starlingbank.com
— 0
POSITION CHANGE
No change by 0 positions
75.7
Insufficient content quality → AI models will use competitor data, risking inaccurate information and loss of direct customer engagement.
 PASS
// Detailed metrics — https://www.starlingbank.com
AI Readiness i
73.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
75.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
79.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
55.0
Content quality score based on auto-detected type.
L5 Tech SEO i
50.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
100.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
75.0
Anthropic Claude readiness score.
L7 Perplexity i
60.0
Perplexity AI readiness score.
Content Type i
ORGANIZATION
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI models will use competitor data, risking inaccurate information and loss of direct customer engagement.
+
https://www.checkout.com
— 0
POSITION CHANGE
No change by 0 positions
64.3
Indexability issues and poor content quality risk AI agents ignoring checkout.com, leading them to cite competitors for critical information.
 WARN
// Detailed metrics — https://www.checkout.com
AI Readiness i
44.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
68.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
81.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
70.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
80.0
Anthropic Claude readiness score.
L7 Perplexity i
75.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality risk AI agents ignoring checkout.com, leading them to cite competitors for critical information.
+
https://www.sumup.com
— 0
POSITION CHANGE
No change by 0 positions
56.3
Insufficient content quality → AI models will rely on competitor data, diminishing your brand's visibility and authority.
 WARN
// Detailed metrics — https://www.sumup.com
AI Readiness i
48.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
64.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
57.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
72.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
60.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
68.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
85.0
Google Gemini readiness score.
L7 Claude i
55.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI models will rely on competitor data, diminishing your brand's visibility and authority.
+
https://www.curve.com
— 0
POSITION CHANGE
No change by 0 positions
0.0
Robots.txt blocks AI bots → LLMs will use competitor data, leading to inaccurate or outdated information about your services.
 FAIL
// Detailed metrics — https://www.curve.com
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

Robots.txt blocks AI bots → LLMs will use competitor data, leading to inaccurate or outdated information about your services.
+
https://www.clearbank.co.uk
— 0
POSITION CHANGE
No change by 0 positions
64.3
Indexability issues and poor content quality → AI models will favor competitor content, diminishing your online presence and authority.
 WARN
// Detailed metrics — https://www.clearbank.co.uk
AI Readiness i
44.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
70.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
79.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
95.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
45.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
75.0
Anthropic Claude readiness score.
L7 Perplexity i
60.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will favor competitor content, diminishing your online presence and authority.
+
https://www.atombank.co.uk
— 0
POSITION CHANGE
No change by 0 positions
78.3
Insufficient content quality → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
 PASS
// Detailed metrics — https://www.atombank.co.uk
AI Readiness i
76.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
78.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
81.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
70.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
85.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
80.0
Google Gemini readiness score.
L7 Claude i
90.0
Anthropic Claude readiness score.
L7 Perplexity i
75.0
Perplexity AI readiness score.
Content Type i
ORGANIZATION
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
+
https://www.tandem.co.uk
— 0
POSITION CHANGE
No change by 0 positions
66.0
Indexability issues and poor content quality → AI models will ignore tandem.co.uk, leading them to cite competitors or scrapers for information about your services.
 WARN
// Detailed metrics — https://www.tandem.co.uk
AI Readiness i
57.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
75.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
66.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
90.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
45.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
75.0
Google Gemini readiness score.
L7 Claude i
75.0
Anthropic Claude readiness score.
L7 Perplexity i
67.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will ignore tandem.co.uk, leading them to cite competitors or scrapers for information about your services.
Domain i
The website domain analyzed for AI visibility.
Change i
Position change vs. previous scan.
Overall Score i
Composite score: (AI Readiness + SEO Foundation + Citation Readiness) / 3. ≥70 = PASS.
Status i
PASS = Overall Score ≥70. FAIL = critical blocking issues.
+
https://www.resend.com
— 0
POSITION CHANGE
No change by 0 positions
68.3
Insufficient content quality → AI models will rely on competitor data, diminishing your brand's visibility and search relevance.
 WARN
// Detailed metrics — https://www.resend.com
AI Readiness i
52.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
90.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
63.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
80.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
100.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
80.0
Google Gemini readiness score.
L7 Claude i
50.0
Anthropic Claude readiness score.
L7 Perplexity i
40.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI models will rely on competitor data, diminishing your brand's visibility and search relevance.
+
https://www.loops.so
— 0
POSITION CHANGE
No change by 0 positions
70.3
Insufficient content quality → AI agents will ignore loops.so, citing competitor sites and losing visibility for your services.
 PASS
// Detailed metrics — https://www.loops.so
AI Readiness i
52.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
80.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
79.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
100.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
75.0
Anthropic Claude readiness score.
L7 Perplexity i
60.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI agents will ignore loops.so, citing competitor sites and losing visibility for your services.
+
https://www.clerk.com
— 0
POSITION CHANGE
No change by 0 positions
67.3
Insufficient content quality → AI models will ignore clerk.com, leading them to cite competitor data and miss crucial updates.
 WARN
// Detailed metrics — https://www.clerk.com
AI Readiness i
65.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
78.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
59.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
80.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
75.0
Google Gemini readiness score.
L7 Claude i
65.0
Anthropic Claude readiness score.
L7 Perplexity i
42.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI models will ignore clerk.com, leading them to cite competitor data and miss crucial updates.
+
https://www.workos.com
— 0
POSITION CHANGE
No change by 0 positions
75.3
Indexability issues and poor content quality → AI models will fail to find or trust your data, leading them to use competitor information instead.
 PASS
// Detailed metrics — https://www.workos.com
AI Readiness i
77.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
68.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
81.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
75.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
90.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
65.0
Anthropic Claude readiness score.
L7 Perplexity i
70.0
Perplexity AI readiness score.
Content Type i
ORGANIZATION
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will fail to find or trust your data, leading them to use competitor information instead.
+
https://www.stytch.com
— 0
POSITION CHANGE
No change by 0 positions
68.7
Insufficient content quality → AI models will rely on competitor data, diminishing your brand's visibility and control over information.
 WARN
// Detailed metrics — https://www.stytch.com
AI Readiness i
65.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
85.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
56.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
90.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
80.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
55.0
Google Gemini readiness score.
L7 Claude i
60.0
Anthropic Claude readiness score.
L7 Perplexity i
52.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI models will rely on competitor data, diminishing your brand's visibility and control over information.
+
https://www.render.com
— 0
POSITION CHANGE
No change by 0 positions
65.0
Insufficient content quality → AI models will rely on competitor data, diminishing your brand's visibility and search authority.
 WARN
// Detailed metrics — https://www.render.com
AI Readiness i
65.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
78.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
52.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
55.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
100.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
75.0
Google Gemini readiness score.
L7 Claude i
45.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI models will rely on competitor data, diminishing your brand's visibility and search authority.
+
https://www.railway.app
— 0
POSITION CHANGE
No change by 0 positions
—
None
 FAIL
// Detailed metrics — https://www.railway.app
AI Readiness i
—
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
—
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
—
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
—
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
—
Server-Side Rendering quality check.
L3 Indexability i
—
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
—
Content quality score based on auto-detected type.
L5 Tech SEO i
—
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
—
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
—
ChatGPT/OpenAI readiness score.
L7 Gemini i
—
Google Gemini readiness score.
L7 Claude i
—
Anthropic Claude readiness score.
L7 Perplexity i
—
Perplexity AI readiness score.
Content Type i
None
Auto-detected type for L4 scoring.
⚠ Main Blocker

None
+
https://www.fly.io
— 0
POSITION CHANGE
No change by 0 positions
60.3
Indexability issues and poor content quality → AI models will ignore fly.io, leading them to cite competitors for information about your services.
 WARN
// Detailed metrics — https://www.fly.io
AI Readiness i
57.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
75.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
49.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
90.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
55.0
Google Gemini readiness score.
L7 Claude i
45.0
Anthropic Claude readiness score.
L7 Perplexity i
42.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will ignore fly.io, leading them to cite competitors for information about your services.
+
https://www.modal.com
— 0
POSITION CHANGE
No change by 0 positions
—
None
 FAIL
// Detailed metrics — https://www.modal.com
AI Readiness i
—
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
—
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
—
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
—
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
—
Server-Side Rendering quality check.
L3 Indexability i
—
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
—
Content quality score based on auto-detected type.
L5 Tech SEO i
—
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
—
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
—
ChatGPT/OpenAI readiness score.
L7 Gemini i
—
Google Gemini readiness score.
L7 Claude i
—
Anthropic Claude readiness score.
L7 Perplexity i
—
Perplexity AI readiness score.
Content Type i
None
Auto-detected type for L4 scoring.
⚠ Main Blocker

None
+
https://www.replicate.com
— 0
POSITION CHANGE
No change by 0 positions
—
None
 FAIL
// Detailed metrics — https://www.replicate.com
AI Readiness i
—
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
—
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
—
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
—
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
—
Server-Side Rendering quality check.
L3 Indexability i
—
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
—
Content quality score based on auto-detected type.
L5 Tech SEO i
—
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
—
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
—
ChatGPT/OpenAI readiness score.
L7 Gemini i
—
Google Gemini readiness score.
L7 Claude i
—
Anthropic Claude readiness score.
L7 Perplexity i
—
Perplexity AI readiness score.
Content Type i
None
Auto-detected type for L4 scoring.
⚠ Main Blocker

None
+
https://www.langchain.com
— 0
POSITION CHANGE
No change by 0 positions
54.0
Indexability issues and poor content quality will cause AI models to overlook your site, leading them to rely on competitor data for user queries.
 WARN
// Detailed metrics — https://www.langchain.com
AI Readiness i
40.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
68.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
54.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
85.0
Google Gemini readiness score.
L7 Claude i
45.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality will cause AI models to overlook your site, leading them to rely on competitor data for user queries.
+
https://www.llamaindex.ai
— 0
POSITION CHANGE
No change by 0 positions
51.3
Indexability issues and poor content quality → AI models will struggle to understand your site, leading them to rely on competitor data for user queries.
 WARN
// Detailed metrics — https://www.llamaindex.ai
AI Readiness i
40.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
73.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
41.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
65.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
80.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
40.0
Google Gemini readiness score.
L7 Claude i
35.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will struggle to understand your site, leading them to rely on competitor data for user queries.
+
https://www.zilliz.com
— 0
POSITION CHANGE
No change by 0 positions
66.3
Poor content quality → AI like Gemini will use competitor data, not yours, to answer user questions.
 WARN
// Detailed metrics — https://www.zilliz.com
AI Readiness i
48.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
78.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
73.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
90.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
65.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
85.0
Google Gemini readiness score.
L7 Claude i
85.0
Anthropic Claude readiness score.
L7 Perplexity i
67.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Poor content quality → AI like Gemini will use competitor data, not yours, to answer user questions.
+
https://www.milvus.io
— 0
POSITION CHANGE
No change by 0 positions
0.0
Bots are blocked from accessing content → AI models will use competitor data, not your official site, to answer user questions.
 FAIL
// Detailed metrics — https://www.milvus.io
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

Bots are blocked from accessing content → AI models will use competitor data, not your official site, to answer user questions.
+
https://www.trychroma.com
— 0
POSITION CHANGE
No change by 0 positions
68.7
Indexability issues and poor content quality → AI models will struggle to understand your site, leading them to rely on competitor data for user queries.
 WARN
// Detailed metrics — https://www.trychroma.com
AI Readiness i
57.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
95.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
54.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
90.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
100.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
55.0
Google Gemini readiness score.
L7 Claude i
60.0
Anthropic Claude readiness score.
L7 Perplexity i
47.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will struggle to understand your site, leading them to rely on competitor data for user queries.
+
https://www.neon.tech
— 0
POSITION CHANGE
No change by 0 positions
—
None
 FAIL
// Detailed metrics — https://www.neon.tech
AI Readiness i
—
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
—
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
—
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
—
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
—
Server-Side Rendering quality check.
L3 Indexability i
—
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
—
Content quality score based on auto-detected type.
L5 Tech SEO i
—
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
—
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
—
ChatGPT/OpenAI readiness score.
L7 Gemini i
—
Google Gemini readiness score.
L7 Claude i
—
Anthropic Claude readiness score.
L7 Perplexity i
—
Perplexity AI readiness score.
Content Type i
None
Auto-detected type for L4 scoring.
⚠ Main Blocker

None
+
https://www.planetscale.com
— 0
POSITION CHANGE
No change by 0 positions
76.0
Missing contact details and hours → AI models will rely on outdated third-party data or competitor sites, diminishing your brand's visibility and accuracy.
 PASS
// Detailed metrics — https://www.planetscale.com
AI Readiness i
70.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
93.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
65.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
50.0
Content quality score based on auto-detected type.
L5 Tech SEO i
100.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
85.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
80.0
Google Gemini readiness score.
L7 Claude i
60.0
Anthropic Claude readiness score.
L7 Perplexity i
40.0
Perplexity AI readiness score.
Content Type i
ORGANIZATION
Auto-detected type for L4 scoring.
⚠ Main Blocker

Missing contact details and hours → AI models will rely on outdated third-party data or competitor sites, diminishing your brand's visibility and accuracy.
+
https://www.xata.io
— 0
POSITION CHANGE
No change by 0 positions
65.7
Insufficient content quality → AI models will rely on third-party sources, risking inaccurate information and competitor advantage.
 WARN
// Detailed metrics — https://www.xata.io
AI Readiness i
65.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
85.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
47.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
90.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
80.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
55.0
Google Gemini readiness score.
L7 Claude i
45.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI models will rely on third-party sources, risking inaccurate information and competitor advantage.
+
https://www.turso.tech
— 0
POSITION CHANGE
No change by 0 positions
61.3
Indexability issues and poor content structure → AI models will struggle to understand your site, leading them to rely on competitor data for user queries.
 WARN
// Detailed metrics — https://www.turso.tech
AI Readiness i
45.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
85.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
54.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
30.0
Content quality score based on auto-detected type.
L5 Tech SEO i
90.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
80.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
75.0
Google Gemini readiness score.
L7 Claude i
45.0
Anthropic Claude readiness score.
L7 Perplexity i
42.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content structure → AI models will struggle to understand your site, leading them to rely on competitor data for user queries.
+
https://www.convex.dev
— 0
POSITION CHANGE
No change by 0 positions
60.3
Indexability issues and poor content quality risk AI agents like Gemini citing competitor sites instead of official Convex.dev data.
 WARN
// Detailed metrics — https://www.convex.dev
AI Readiness i
40.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
83.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
58.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
85.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
80.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
55.0
Google Gemini readiness score.
L7 Claude i
70.0
Anthropic Claude readiness score.
L7 Perplexity i
52.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality risk AI agents like Gemini citing competitor sites instead of official Convex.dev data.
+
https://www.liveblocks.io
— 0
POSITION CHANGE
No change by 0 positions
69.7
Insufficient content quality → AI models will rely on competitor data, risking brand misrepresentation and lost visibility.
 WARN
// Detailed metrics — https://www.liveblocks.io
AI Readiness i
65.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
90.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
54.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
80.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
100.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
55.0
Google Gemini readiness score.
L7 Claude i
60.0
Anthropic Claude readiness score.
L7 Perplexity i
47.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI models will rely on competitor data, risking brand misrepresentation and lost visibility.
+
https://www.mintlify.com
— 0
POSITION CHANGE
No change by 0 positions
69.0
Insufficient content quality → AI models will ignore your site, leading to competitors being cited for your product information.
 WARN
// Detailed metrics — https://www.mintlify.com
AI Readiness i
65.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
95.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
47.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
90.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
100.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
55.0
Google Gemini readiness score.
L7 Claude i
45.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI models will ignore your site, leading to competitors being cited for your product information.
+
https://www.buildwithfern.com
— 0
POSITION CHANGE
No change by 0 positions
59.7
Missing structured data and indexability issues → AI models will struggle to understand your content, leading them to rely on competitor sites for information.
 WARN
// Detailed metrics — https://www.buildwithfern.com
AI Readiness i
57.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
73.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
49.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
85.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
45.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
75.0
Google Gemini readiness score.
L7 Claude i
45.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Missing structured data and indexability issues → AI models will struggle to understand your content, leading them to rely on competitor sites for information.
+
https://www.usebruno.com
— 0
POSITION CHANGE
No change by 0 positions
79.3
Aggressive bot blocking detected → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
 PASS
// Detailed metrics — https://www.usebruno.com
AI Readiness i
74.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
75.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
89.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
80.0
Content quality score based on auto-detected type.
L5 Tech SEO i
90.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
90.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
85.0
Anthropic Claude readiness score.
L7 Perplexity i
82.0
Perplexity AI readiness score.
Content Type i
ORGANIZATION
Auto-detected type for L4 scoring.
⚠ Main Blocker

Aggressive bot blocking detected → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
+
https://www.cal.com
— 0
POSITION CHANGE
No change by 0 positions
70.3
Insufficient content quality → AI models will ignore cal.com, leading them to cite competitor data and misinform users about your services.
 PASS
// Detailed metrics — https://www.cal.com
AI Readiness i
65.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
83.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
63.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
95.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
70.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
75.0
Google Gemini readiness score.
L7 Claude i
70.0
Anthropic Claude readiness score.
L7 Perplexity i
52.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI models will ignore cal.com, leading them to cite competitor data and misinform users about your services.
+
https://www.dub.co
— 0
POSITION CHANGE
No change by 0 positions
82.3
Indexability issues → AI models may miss your content, leading them to cite competitors or scrapers for information about your offerings.
 PASS
// Detailed metrics — https://www.dub.co
AI Readiness i
80.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
93.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
74.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
80.0
Content quality score based on auto-detected type.
L5 Tech SEO i
85.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
100.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
100.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
40.0
Anthropic Claude readiness score.
L7 Perplexity i
55.0
Perplexity AI readiness score.
Content Type i
ORGANIZATION
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues → AI models may miss your content, leading them to cite competitors or scrapers for information about your offerings.
+
https://www.bettermode.com
— 0
POSITION CHANGE
No change by 0 positions
0.0
Robots.txt blocks AI bots → Competitors' AI will answer queries about your services, bypassing your official site.
 FAIL
// Detailed metrics — https://www.bettermode.com
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

Robots.txt blocks AI bots → Competitors' AI will answer queries about your services, bypassing your official site.
+
https://www.orbit.love
— 0
POSITION CHANGE
No change by 0 positions
0.0
HTTP access denied for AI bots → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
 FAIL
// Detailed metrics — https://www.orbit.love
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

HTTP access denied for AI bots → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
+
https://www.commonroom.io
— 0
POSITION CHANGE
No change by 0 positions
78.3
Missing essential business details → AI models will rely on competitor data or scrapers, diminishing your brand's visibility and authority.
 PASS
// Detailed metrics — https://www.commonroom.io
AI Readiness i
72.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
80.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
83.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
75.0
Content quality score based on auto-detected type.
L5 Tech SEO i
85.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
75.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
100.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
70.0
Anthropic Claude readiness score.
L7 Perplexity i
62.0
Perplexity AI readiness score.
Content Type i
ORGANIZATION
Auto-detected type for L4 scoring.
⚠ Main Blocker

Missing essential business details → AI models will rely on competitor data or scrapers, diminishing your brand's visibility and authority.
+
https://www.koala.io
— 0
POSITION CHANGE
No change by 0 positions
—
None
 FAIL
// Detailed metrics — https://www.koala.io
AI Readiness i
—
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
—
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
—
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
—
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
—
Server-Side Rendering quality check.
L3 Indexability i
—
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
—
Content quality score based on auto-detected type.
L5 Tech SEO i
—
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
—
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
—
ChatGPT/OpenAI readiness score.
L7 Gemini i
—
Google Gemini readiness score.
L7 Claude i
—
Anthropic Claude readiness score.
L7 Perplexity i
—
Perplexity AI readiness score.
Content Type i
None
Auto-detected type for L4 scoring.
⚠ Main Blocker

None
+
https://www.rb2b.com
— 0
POSITION CHANGE
No change by 0 positions
62.0
Indexability issues and poor content quality → AI models will ignore rb2b.com, leading to competitors and scrapers dominating search results.
 WARN
// Detailed metrics — https://www.rb2b.com
AI Readiness i
44.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
68.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
74.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
70.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
65.0
Anthropic Claude readiness score.
L7 Perplexity i
60.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will ignore rb2b.com, leading to competitors and scrapers dominating search results.
+
https://www.warmly.ai
— 0
POSITION CHANGE
No change by 0 positions
64.7
Poor content quality → AI models will ignore your site, leading to competitors being cited for your services.
 WARN
// Detailed metrics — https://www.warmly.ai
AI Readiness i
52.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
68.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
74.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
70.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
65.0
Anthropic Claude readiness score.
L7 Perplexity i
60.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Poor content quality → AI models will ignore your site, leading to competitors being cited for your services.
+
https://www.clay.com
— 0
POSITION CHANGE
No change by 0 positions
62.7
Indexability issues and poor content quality → AI models will ignore Clay.com, favoring competitor data for user queries.
 WARN
// Detailed metrics — https://www.clay.com
AI Readiness i
44.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
68.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
76.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
65.0
Anthropic Claude readiness score.
L7 Perplexity i
60.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will ignore Clay.com, favoring competitor data for user queries.
+
https://www.listkit.io
— 0
POSITION CHANGE
No change by 0 positions
91.0
Aggressive bot blocking detected → AI agents like Gemini will cite competitor blogs to answer queries about your services, bypassing your official site.
 PASS
// Detailed metrics — https://www.listkit.io
AI Readiness i
100.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
95.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
78.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
100.0
Content quality score based on auto-detected type.
L5 Tech SEO i
90.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
100.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
90.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
70.0
Google Gemini readiness score.
L7 Claude i
75.0
Anthropic Claude readiness score.
L7 Perplexity i
75.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Aggressive bot blocking detected → AI agents like Gemini will cite competitor blogs to answer queries about your services, bypassing your official site.
+
https://www.smartlead.ai
— 0
POSITION CHANGE
No change by 0 positions
72.0
Indexability issues and poor content quality risk AI agents ignoring smartlead.ai, leading them to cite competitor data instead of your official information.
 PASS
// Detailed metrics — https://www.smartlead.ai
AI Readiness i
64.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
68.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
84.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
70.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
80.0
Anthropic Claude readiness score.
L7 Perplexity i
75.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality risk AI agents ignoring smartlead.ai, leading them to cite competitor data instead of your official information.
+
https://www.instantly.ai
— 0
POSITION CHANGE
No change by 0 positions
62.0
Indexability issues and poor content quality → AI models will ignore instantly.ai, favoring competitor content for user queries.
 WARN
// Detailed metrics — https://www.instantly.ai
AI Readiness i
44.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
68.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
74.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
70.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
65.0
Anthropic Claude readiness score.
L7 Perplexity i
60.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will ignore instantly.ai, favoring competitor content for user queries.
+
https://www.linear.app
— 0
POSITION CHANGE
No change by 0 positions
75.3
Poor content quality → AI models will ignore your site, leading them to use competitor data for user queries.
 PASS
// Detailed metrics — https://www.linear.app
AI Readiness i
65.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
90.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
71.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
80.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
100.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
85.0
Google Gemini readiness score.
L7 Claude i
75.0
Anthropic Claude readiness score.
L7 Perplexity i
67.0
Perplexity AI readiness score.
Content Type i
AUDIO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Poor content quality → AI models will ignore your site, leading them to use competitor data for user queries.
+
https://www.height.app
— 0
POSITION CHANGE
No change by 0 positions
—
None
 FAIL
// Detailed metrics — https://www.height.app
AI Readiness i
—
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
—
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
—
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
—
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
—
Server-Side Rendering quality check.
L3 Indexability i
—
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
—
Content quality score based on auto-detected type.
L5 Tech SEO i
—
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
—
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
—
ChatGPT/OpenAI readiness score.
L7 Gemini i
—
Google Gemini readiness score.
L7 Claude i
—
Anthropic Claude readiness score.
L7 Perplexity i
—
Perplexity AI readiness score.
Content Type i
None
Auto-detected type for L4 scoring.
⚠ Main Blocker

None
+
https://www.plane.so
— 0
POSITION CHANGE
No change by 0 positions
71.7
Poor content quality → AI models will struggle to understand your offerings, potentially leading them to rely on less reliable third-party sources for information.
 PASS
// Detailed metrics — https://www.plane.so
AI Readiness i
65.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
93.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
57.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
85.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
100.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
85.0
Google Gemini readiness score.
L7 Claude i
55.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Poor content quality → AI models will struggle to understand your offerings, potentially leading them to rely on less reliable third-party sources for information.
+
https://www.akiflow.com
— 0
POSITION CHANGE
No change by 0 positions
66.0
Missing video details → AI models will miss your content, potentially referencing competitor sites for information about your offerings.
 WARN
// Detailed metrics — https://www.akiflow.com
AI Readiness i
52.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
68.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
78.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
95.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
40.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
75.0
Anthropic Claude readiness score.
L7 Perplexity i
55.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Missing video details → AI models will miss your content, potentially referencing competitor sites for information about your offerings.
+
https://www.sunsama.com
— 0
POSITION CHANGE
No change by 0 positions
64.3
Missing H1 heading → AI models may struggle to understand your content, leading them to rely on competitor data or scrapers for information about your offerings.
 WARN
// Detailed metrics — https://www.sunsama.com
AI Readiness i
69.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
58.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
66.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
70.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
40.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
90.0
Google Gemini readiness score.
L7 Claude i
45.0
Anthropic Claude readiness score.
L7 Perplexity i
47.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Missing H1 heading → AI models may struggle to understand your content, leading them to rely on competitor data or scrapers for information about your offerings.
+
https://www.usemotion.com
— 0
POSITION CHANGE
No change by 0 positions
72.7
Poor content quality → AI models will struggle to understand your offerings, potentially referencing competitor sites instead of your own.
 PASS
// Detailed metrics — https://www.usemotion.com
AI Readiness i
65.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
85.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
68.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
85.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
85.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
65.0
Google Gemini readiness score.
L7 Claude i
85.0
Anthropic Claude readiness score.
L7 Perplexity i
67.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Poor content quality → AI models will struggle to understand your offerings, potentially referencing competitor sites instead of your own.
+
https://www.fantastical.com
— 0
POSITION CHANGE
No change by 0 positions
0.0
Empty pages for bots → AI will use competitor data, not yours, to answer user questions.
 FAIL
// Detailed metrics — https://www.fantastical.com
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

Empty pages for bots → AI will use competitor data, not yours, to answer user questions.
+
https://www.rewind.ai
— 0
POSITION CHANGE
No change by 0 positions
0.0
Robots.txt blocks AI bots → Your site's content will be ignored by LLMs, leading them to cite competitor data and misrepresent your services.
 FAIL
// Detailed metrics — https://www.rewind.ai
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

Robots.txt blocks AI bots → Your site's content will be ignored by LLMs, leading them to cite competitor data and misrepresent your services.
+
https://www.mem.ai
— 0
POSITION CHANGE
No change by 0 positions
50.0
Low content quality and missing structured data → AI models will ignore mem.ai, leading to competitor data being used for answers about your services.
 WARN
// Detailed metrics — https://www.mem.ai
AI Readiness i
53.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
58.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
39.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
30.0
Content quality score based on auto-detected type.
L5 Tech SEO i
85.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
30.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
35.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
45.0
Google Gemini readiness score.
L7 Claude i
45.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Low content quality and missing structured data → AI models will ignore mem.ai, leading to competitor data being used for answers about your services.
+
https://www.reflect.app
— 0
POSITION CHANGE
No change by 0 positions
57.7
Insufficient content quality → AI models will ignore your site, leading to competitor data being used for queries about your services.
 WARN
// Detailed metrics — https://www.reflect.app
AI Readiness i
48.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
59.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
66.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
70.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
48.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
65.0
Google Gemini readiness score.
L7 Claude i
75.0
Anthropic Claude readiness score.
L7 Perplexity i
67.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI models will ignore your site, leading to competitor data being used for queries about your services.
+
https://www.logseq.com
— 0
POSITION CHANGE
No change by 0 positions
0.0
Missing essential page content → AI assistants will fail to understand your site, leading them to use competitor data for user queries.
 FAIL
// Detailed metrics — https://www.logseq.com
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

Missing essential page content → AI assistants will fail to understand your site, leading them to use competitor data for user queries.
+
https://www.obsidian.md
— 0
POSITION CHANGE
No change by 0 positions
63.7
Indexability issues and poor content quality → AI models will struggle to understand your site, leading them to cite competitors or outdated information.
 WARN
// Detailed metrics — https://www.obsidian.md
AI Readiness i
57.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
85.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
49.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
70.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
100.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
55.0
Google Gemini readiness score.
L7 Claude i
45.0
Anthropic Claude readiness score.
L7 Perplexity i
42.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will struggle to understand your site, leading them to cite competitors or outdated information.
+
https://www.shortcut.com
— 0
POSITION CHANGE
No change by 0 positions
75.0
Indexability issues and poor content quality → AI models will struggle to understand your site, leading them to rely on competitor data for user queries.
 PASS
// Detailed metrics — https://www.shortcut.com
AI Readiness i
74.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
68.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
83.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
70.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
90.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
65.0
Anthropic Claude readiness score.
L7 Perplexity i
75.0
Perplexity AI readiness score.
Content Type i
ORGANIZATION
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will struggle to understand your site, leading them to rely on competitor data for user queries.
+
https://www.superhuman.com
— 0
POSITION CHANGE
No change by 0 positions
66.3
Insufficient content quality → AI models will rely on competitor data, risking inaccurate information and lost visibility.
 WARN
// Detailed metrics — https://www.superhuman.com
AI Readiness i
65.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
72.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
62.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
50.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
93.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
75.0
Google Gemini readiness score.
L7 Claude i
70.0
Anthropic Claude readiness score.
L7 Perplexity i
47.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI models will rely on competitor data, risking inaccurate information and lost visibility.
+
https://www.front.com
— 0
POSITION CHANGE
No change by 0 positions
75.3
Insufficient content quality → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
 PASS
// Detailed metrics — https://www.front.com
AI Readiness i
67.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
88.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
71.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
45.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
100.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
80.0
Google Gemini readiness score.
L7 Claude i
65.0
Anthropic Claude readiness score.
L7 Perplexity i
60.0
Perplexity AI readiness score.
Content Type i
ORGANIZATION
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
+
https://www.missiveapp.com
— 0
POSITION CHANGE
No change by 0 positions
55.3
Indexability blockers and poor content quality risk AI agents like Gemini bypassing your site to cite competitor content for user queries.
 WARN
// Detailed metrics — https://www.missiveapp.com
AI Readiness i
40.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
65.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
61.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
90.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
40.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
45.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
85.0
Google Gemini readiness score.
L7 Claude i
60.0
Anthropic Claude readiness score.
L7 Perplexity i
52.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability blockers and poor content quality risk AI agents like Gemini bypassing your site to cite competitor content for user queries.
+
https://www.sparkmailapp.com
— 0
POSITION CHANGE
No change by 0 positions
70.0
Poor content quality → AI models will ignore Sparkmailapp.com, leading them to cite competitor content for user queries.
 PASS
// Detailed metrics — https://www.sparkmailapp.com
AI Readiness i
52.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
93.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
65.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
100.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
85.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
80.0
Google Gemini readiness score.
L7 Claude i
60.0
Anthropic Claude readiness score.
L7 Perplexity i
40.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Poor content quality → AI models will ignore Sparkmailapp.com, leading them to cite competitor content for user queries.
+
https://www.polymath.ai
— 0
POSITION CHANGE
No change by 0 positions
0.0
Empty pages for AI crawlers → Your official site will be ignored, forcing AI to use competitor data for information about your services.
 FAIL
// Detailed metrics — https://www.polymath.ai
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

Empty pages for AI crawlers → Your official site will be ignored, forcing AI to use competitor data for information about your services.
+
https://www.tavus.io
— 0
POSITION CHANGE
No change by 0 positions
56.3
Indexability issues and poor content quality → AI models will ignore tavus.io, leading to competitor data being used for queries about your services.
 WARN
// Detailed metrics — https://www.tavus.io
AI Readiness i
57.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
65.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
47.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
70.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
45.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
75.0
Google Gemini readiness score.
L7 Claude i
35.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will ignore tavus.io, leading to competitor data being used for queries about your services.
+
https://www.heygen.com
— 0
POSITION CHANGE
No change by 0 positions
80.3
Poor content quality → AI models will rely on competitor data, diminishing your brand's visibility and search authority.
 PASS
// Detailed metrics — https://www.heygen.com
AI Readiness i
65.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
93.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
83.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
85.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
100.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
85.0
Anthropic Claude readiness score.
L7 Perplexity i
67.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Poor content quality → AI models will rely on competitor data, diminishing your brand's visibility and search authority.
+
https://www.descript.com
— 0
POSITION CHANGE
No change by 0 positions
67.3
Poor content quality → AI models will ignore your site, leading to competitors being cited for your product information.
 WARN
// Detailed metrics — https://www.descript.com
AI Readiness i
65.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
83.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
54.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
85.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
80.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
85.0
Google Gemini readiness score.
L7 Claude i
45.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Poor content quality → AI models will ignore your site, leading to competitors being cited for your product information.
+
https://www.runwayml.com
— 0
POSITION CHANGE
No change by 0 positions
64.7
Indexability issues and poor content quality → AI models will struggle to understand your offerings, leading them to rely on competitor data and potentially misrepresent your brand.
 WARN
// Detailed metrics — https://www.runwayml.com
AI Readiness i
44.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
85.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
65.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
90.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
80.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
40.0
Anthropic Claude readiness score.
L7 Perplexity i
40.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will struggle to understand your offerings, leading them to rely on competitor data and potentially misrepresent your brand.
+
https://www.baseten.co
— 0
POSITION CHANGE
No change by 0 positions
68.7
Poor content quality → AI models will ignore your site, leading to competitors and scrapers dominating search results for your brand.
 WARN
// Detailed metrics — https://www.baseten.co
AI Readiness i
65.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
78.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
63.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
80.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
75.0
Google Gemini readiness score.
L7 Claude i
70.0
Anthropic Claude readiness score.
L7 Perplexity i
52.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Poor content quality → AI models will ignore your site, leading to competitors and scrapers dominating search results for your brand.
+
https://www.together.ai
— 0
POSITION CHANGE
No change by 0 positions
73.3
Indexability issues and poor content quality → AI models will ignore your site, leading them to use competitor data for user queries.
 PASS
// Detailed metrics — https://www.together.ai
AI Readiness i
68.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
68.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
84.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
80.0
Anthropic Claude readiness score.
L7 Perplexity i
75.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will ignore your site, leading them to use competitor data for user queries.
+
https://www.anyscale.com
— 0
POSITION CHANGE
No change by 0 positions
63.0
Indexability issues and poor content quality → AI models will ignore Anyscale, favoring competitor content for user queries.
 WARN
// Detailed metrics — https://www.anyscale.com
AI Readiness i
44.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
80.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
65.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
80.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
80.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
40.0
Anthropic Claude readiness score.
L7 Perplexity i
40.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will ignore Anyscale, favoring competitor content for user queries.
+
https://www.hex.tech
— 0
POSITION CHANGE
No change by 0 positions
70.3
Poor content quality → AI models will ignore your site and use competitor data, risking brand misrepresentation.
 PASS
// Detailed metrics — https://www.hex.tech
AI Readiness i
65.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
75.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
71.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
70.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
80.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
75.0
Google Gemini readiness score.
L7 Claude i
85.0
Anthropic Claude readiness score.
L7 Perplexity i
67.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Poor content quality → AI models will ignore your site and use competitor data, risking brand misrepresentation.
+
https://www.noteable.io
— 0
POSITION CHANGE
No change by 0 positions
0.0
Empty pages for AI crawlers → Competitors' content will be prioritized by AI assistants, leading to significant loss of visibility and potential misinformation.
 FAIL
// Detailed metrics — https://www.noteable.io
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

Empty pages for AI crawlers → Competitors' content will be prioritized by AI assistants, leading to significant loss of visibility and potential misinformation.
+
https://www.motherduck.com
— 0
POSITION CHANGE
No change by 0 positions
70.0
Insufficient content quality → AI models will cite competitor sites, leading to lost visibility and third-party data reliance.
 PASS
// Detailed metrics — https://www.motherduck.com
AI Readiness i
52.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
83.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
75.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
85.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
80.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
70.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
75.0
Anthropic Claude readiness score.
L7 Perplexity i
55.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI models will cite competitor sites, leading to lost visibility and third-party data reliance.
+
https://www.rilldata.com
— 0
POSITION CHANGE
No change by 0 positions
59.0
Indexability issues and poor content quality → AI models will ignore rilldata.com, favoring competitor content for user queries.
 WARN
// Detailed metrics — https://www.rilldata.com
AI Readiness i
44.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
68.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
65.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
70.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
50.0
Anthropic Claude readiness score.
L7 Perplexity i
40.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will ignore rilldata.com, favoring competitor content for user queries.
+
https://www.evidence.dev
— 0
POSITION CHANGE
No change by 0 positions
59.0
Missing H1 and canonical tags → AI models will struggle to understand your content, leading them to cite competitors for information about your offerings.
 WARN
// Detailed metrics — https://www.evidence.dev
AI Readiness i
45.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
88.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
44.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
30.0
Content quality score based on auto-detected type.
L5 Tech SEO i
95.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
80.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
55.0
Google Gemini readiness score.
L7 Claude i
35.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Missing H1 and canonical tags → AI models will struggle to understand your content, leading them to cite competitors for information about your offerings.
+
https://www.preset.io
— 0
POSITION CHANGE
No change by 0 positions
72.0
Indexability issues and poor content quality → AI models will ignore preset.io, leading them to cite competitors for information about your offerings.
 PASS
// Detailed metrics — https://www.preset.io
AI Readiness i
57.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
83.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
76.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
65.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
100.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
80.0
Google Gemini readiness score.
L7 Claude i
75.0
Anthropic Claude readiness score.
L7 Perplexity i
67.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will ignore preset.io, leading them to cite competitors for information about your offerings.
+
https://www.metabase.com
— 0
POSITION CHANGE
No change by 0 positions
65.7
Indexability blockers and poor content quality → AI models will overlook your site, leading to competitors and scrapers dominating search results for your offerings.
 WARN
// Detailed metrics — https://www.metabase.com
AI Readiness i
44.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
83.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
70.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
65.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
100.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
60.0
Anthropic Claude readiness score.
L7 Perplexity i
40.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability blockers and poor content quality → AI models will overlook your site, leading to competitors and scrapers dominating search results for your offerings.
+
https://www.cube.dev
— 0
POSITION CHANGE
No change by 0 positions
59.0
Insufficient content quality → AI models will favor competitor data, diminishing your brand's visibility and search relevance.
 WARN
// Detailed metrics — https://www.cube.dev
AI Readiness i
48.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
75.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
54.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
80.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
69.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
75.0
Google Gemini readiness score.
L7 Claude i
55.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI models will favor competitor data, diminishing your brand's visibility and search relevance.
+
https://www.materialize.com
— 0
POSITION CHANGE
No change by 0 positions
63.0
Poor content quality → AI models will ignore Materialize, potentially citing competitors and losing valuable search visibility.
 WARN
// Detailed metrics — https://www.materialize.com
AI Readiness i
65.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
77.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
47.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
85.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
69.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
55.0
Google Gemini readiness score.
L7 Claude i
45.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Poor content quality → AI models will ignore Materialize, potentially citing competitors and losing valuable search visibility.
+
https://www.decodable.co
— 0
POSITION CHANGE
No change by 0 positions
56.3
Indexability issues and poor content quality risk AI agents bypassing your site for competitor data.
 WARN
// Detailed metrics — https://www.decodable.co
AI Readiness i
40.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
75.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
54.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
90.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
85.0
Google Gemini readiness score.
L7 Claude i
45.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality risk AI agents bypassing your site for competitor data.
+
https://www.redpanda.com
— 0
POSITION CHANGE
No change by 0 positions
52.7
Indexability issues and poor content quality → AI models will ignore redpanda.com, leading to competitors and scrapers dominating search results.
 WARN
// Detailed metrics — https://www.redpanda.com
AI Readiness i
44.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
58.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
56.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
28.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
40.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
35.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
90.0
Google Gemini readiness score.
L7 Claude i
65.0
Anthropic Claude readiness score.
L7 Perplexity i
35.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will ignore redpanda.com, leading to competitors and scrapers dominating search results.
+
https://www.upstash.com
— 0
POSITION CHANGE
No change by 0 positions
64.7
Insufficient content quality → AI models will ignore your site, leading them to cite competitors for information about your offerings.
 WARN
// Detailed metrics — https://www.upstash.com
AI Readiness i
65.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
80.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
49.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
60.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
100.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
55.0
Google Gemini readiness score.
L7 Claude i
55.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI models will ignore your site, leading them to cite competitors for information about your offerings.
+
https://www.mezmo.com
— 0
POSITION CHANGE
No change by 0 positions
63.7
Indexability issues and poor content quality → AI models will overlook Mezmo.com, leading them to cite competitors for information about your offerings.
 WARN
// Detailed metrics — https://www.mezmo.com
AI Readiness i
57.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
75.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
59.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
90.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
75.0
Google Gemini readiness score.
L7 Claude i
60.0
Anthropic Claude readiness score.
L7 Perplexity i
47.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will overlook Mezmo.com, leading them to cite competitors for information about your offerings.
+
https://www.highlight.io
— 0
POSITION CHANGE
No change by 0 positions
54.3
Indexability issues and poor content quality risk AI agents bypassing your site, leading to competitors being cited for your product information.
 WARN
// Detailed metrics — https://www.highlight.io
AI Readiness i
36.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
78.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
49.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
70.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
80.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
65.0
Google Gemini readiness score.
L7 Claude i
45.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality risk AI agents bypassing your site, leading to competitors being cited for your product information.
+
https://www.sentry.io
— 0
POSITION CHANGE
No change by 0 positions
79.0
Insufficient content quality → AI agents like Gemini will cite competitor blogs to answer queries about your services, bypassing your official site.
 PASS
// Detailed metrics — https://www.sentry.io
AI Readiness i
85.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
73.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
79.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
75.0
Content quality score based on auto-detected type.
L5 Tech SEO i
80.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
65.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
100.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
60.0
Anthropic Claude readiness score.
L7 Perplexity i
55.0
Perplexity AI readiness score.
Content Type i
ORGANIZATION
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI agents like Gemini will cite competitor blogs to answer queries about your services, bypassing your official site.
+
https://www.logrocket.com
— 0
POSITION CHANGE
No change by 0 positions
65.3
Low content quality detected → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
 WARN
// Detailed metrics — https://www.logrocket.com
AI Readiness i
65.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
77.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
54.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
60.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
93.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
75.0
Google Gemini readiness score.
L7 Claude i
55.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Low content quality detected → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
+
https://www.june.so
— 0
POSITION CHANGE
No change by 0 positions
67.7
Indexability issues and poor content quality → AI models will overlook june.so, leading them to rely on competitor data for user queries.
 WARN
// Detailed metrics — https://www.june.so
AI Readiness i
61.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
93.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
49.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
90.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
85.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
100.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
55.0
Google Gemini readiness score.
L7 Claude i
55.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will overlook june.so, leading them to rely on competitor data for user queries.
+
https://www.sprig.com
— 0
POSITION CHANGE
No change by 0 positions
53.7
Indexability issues and poor content quality → AI models will ignore Sprig.com, leading them to use competitor data for user queries.
 WARN
// Detailed metrics — https://www.sprig.com
AI Readiness i
36.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
73.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
52.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
70.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
85.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
45.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
85.0
Google Gemini readiness score.
L7 Claude i
45.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will ignore Sprig.com, leading them to use competitor data for user queries.
+
https://www.userpilot.com
— 0
POSITION CHANGE
No change by 0 positions
0.0
Robots.txt blocks AI bots → Your site will be ignored by LLMs, leading them to cite competitor data and increasing third-party risk.
 FAIL
// Detailed metrics — https://www.userpilot.com
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

Robots.txt blocks AI bots → Your site will be ignored by LLMs, leading them to cite competitor data and increasing third-party risk.
+
https://www.chameleon.io
— 0
POSITION CHANGE
No change by 0 positions
0.0
Robots.txt blocks AI bots, forcing LLMs to cite competitor data and increasing third-party risk.
 FAIL
// Detailed metrics — https://www.chameleon.io
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

Robots.txt blocks AI bots, forcing LLMs to cite competitor data and increasing third-party risk.
+
https://www.appcues.com
— 0
POSITION CHANGE
No change by 0 positions
58.0
Indexability issues and poor content quality → AI models will overlook your site, favoring competitor content for user queries.
 WARN
// Detailed metrics — https://www.appcues.com
AI Readiness i
44.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
65.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
65.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
90.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
40.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
70.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
50.0
Anthropic Claude readiness score.
L7 Perplexity i
40.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will overlook your site, favoring competitor content for user queries.
+
https://www.commandbar.com
— 0
POSITION CHANGE
No change by 0 positions
—
None
 FAIL
// Detailed metrics — https://www.commandbar.com
AI Readiness i
—
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
—
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
—
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
—
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
—
Server-Side Rendering quality check.
L3 Indexability i
—
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
—
Content quality score based on auto-detected type.
L5 Tech SEO i
—
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
—
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
—
ChatGPT/OpenAI readiness score.
L7 Gemini i
—
Google Gemini readiness score.
L7 Claude i
—
Anthropic Claude readiness score.
L7 Perplexity i
—
Perplexity AI readiness score.
Content Type i
None
Auto-detected type for L4 scoring.
⚠ Main Blocker

None
+
https://www.copilot.com
— 0
POSITION CHANGE
No change by 0 positions
0.0
Empty pages for bots → AI assistants will use competitor data instead of your official content.
 FAIL
// Detailed metrics — https://www.copilot.com
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

Empty pages for bots → AI assistants will use competitor data instead of your official content.
+
https://www.gorgias.com
— 0
POSITION CHANGE
No change by 0 positions
79.3
Missing canonical tags → AI models may ignore your site, leading them to cite competitor content or scrapers for information about your offerings.
 PASS
// Detailed metrics — https://www.gorgias.com
AI Readiness i
92.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
58.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
88.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
100.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
40.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
90.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
90.0
Google Gemini readiness score.
L7 Claude i
80.0
Anthropic Claude readiness score.
L7 Perplexity i
90.0
Perplexity AI readiness score.
Content Type i
GENERIC
Auto-detected type for L4 scoring.
⚠ Main Blocker

Missing canonical tags → AI models may ignore your site, leading them to cite competitor content or scrapers for information about your offerings.
+
https://www.kustomer.com
— 0
POSITION CHANGE
No change by 0 positions
0.0
Robots.txt blocks AI bots → Your site will be ignored by LLMs, leading them to cite competitor data and misrepresent your services.
 FAIL
// Detailed metrics — https://www.kustomer.com
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

Robots.txt blocks AI bots → Your site will be ignored by LLMs, leading them to cite competitor data and misrepresent your services.
+
https://www.gladly.com
— 0
POSITION CHANGE
No change by 0 positions
—
None
 FAIL
// Detailed metrics — https://www.gladly.com
AI Readiness i
—
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
—
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
—
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
—
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
—
Server-Side Rendering quality check.
L3 Indexability i
—
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
—
Content quality score based on auto-detected type.
L5 Tech SEO i
—
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
—
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
—
ChatGPT/OpenAI readiness score.
L7 Gemini i
—
Google Gemini readiness score.
L7 Claude i
—
Anthropic Claude readiness score.
L7 Perplexity i
—
Perplexity AI readiness score.
Content Type i
None
Auto-detected type for L4 scoring.
⚠ Main Blocker

None
+
https://www.regie.ai
— 0
POSITION CHANGE
No change by 0 positions
79.7
Indexability issues and poor content quality risk AI agents like Gemini ignoring your site, potentially citing competitors for crucial information.
 PASS
// Detailed metrics — https://www.regie.ai
AI Readiness i
74.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
75.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
90.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
70.0
Content quality score based on auto-detected type.
L5 Tech SEO i
90.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
90.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
80.0
Anthropic Claude readiness score.
L7 Perplexity i
90.0
Perplexity AI readiness score.
Content Type i
ORGANIZATION
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality risk AI agents like Gemini ignoring your site, potentially citing competitors for crucial information.
+
https://www.lavender.ai
— 0
POSITION CHANGE
No change by 0 positions
47.7
Indexability issues and poor content quality → AI models will ignore lavender.ai, leading them to cite competitors for information about your offerings.
 WARN
// Detailed metrics — https://www.lavender.ai
AI Readiness i
40.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
45.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
58.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
50.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
40.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
45.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
85.0
Google Gemini readiness score.
L7 Claude i
50.0
Anthropic Claude readiness score.
L7 Perplexity i
52.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will ignore lavender.ai, leading them to cite competitors for information about your offerings.
+
https://www.tome.app
— 0
POSITION CHANGE
No change by 0 positions
0.0
HTTP access denied for AI bots → AI agents will use competitor data instead of your official site for insights.
 FAIL
// Detailed metrics — https://www.tome.app
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

HTTP access denied for AI bots → AI agents will use competitor data instead of your official site for insights.
+
https://www.gamma.app
— 0
POSITION CHANGE
No change by 0 positions
0.0
HTTP access denied for AI bots → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
 FAIL
// Detailed metrics — https://www.gamma.app
AI Readiness i
0.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
0.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
0.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
0.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
0.0
Server-Side Rendering quality check.
L3 Indexability i
0.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
0.0
Content quality score based on auto-detected type.
L5 Tech SEO i
0.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
0.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
0.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
0.0
Google Gemini readiness score.
L7 Claude i
0.0
Anthropic Claude readiness score.
L7 Perplexity i
0.0
Perplexity AI readiness score.
Content Type i
TECH_HIGH
Auto-detected type for L4 scoring.
⚠ Main Blocker

HTTP access denied for AI bots → AI agents will cite competitor blogs to answer queries about your services, bypassing your official site.
+
https://www.beautiful.ai
— 0
POSITION CHANGE
No change by 0 positions
70.3
Insufficient content quality → AI models will ignore your site, leading to competitors and scrapers dominating search results for your offerings.
 PASS
// Detailed metrics — https://www.beautiful.ai
AI Readiness i
52.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
75.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
84.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
80.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
69.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
80.0
Anthropic Claude readiness score.
L7 Perplexity i
75.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI models will ignore your site, leading to competitors and scrapers dominating search results for your offerings.
+
https://www.penpot.app
— 0
POSITION CHANGE
No change by 0 positions
73.7
Insufficient content quality → AI models will ignore penpot.app, leading to competitor data being cited and reduced visibility.
 PASS
// Detailed metrics — https://www.penpot.app
AI Readiness i
52.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
93.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
76.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
85.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
100.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
65.0
Anthropic Claude readiness score.
L7 Perplexity i
60.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI models will ignore penpot.app, leading to competitor data being cited and reduced visibility.
+
https://www.spline.design
— 0
POSITION CHANGE
No change by 0 positions
65.0
Poor content quality → AI models will ignore your site, leading them to use competitor data for user queries.
 WARN
// Detailed metrics — https://www.spline.design
AI Readiness i
48.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
95.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
52.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
90.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
100.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
65.0
Google Gemini readiness score.
L7 Claude i
55.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Poor content quality → AI models will ignore your site, leading them to use competitor data for user queries.
+
https://www.rive.app
— 0
POSITION CHANGE
No change by 0 positions
70.3
Low content quality → AI models will ignore rive.app, leading them to cite competitor data and miss your official information.
 PASS
// Detailed metrics — https://www.rive.app
AI Readiness i
65.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
80.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
66.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
60.0
Content quality score based on auto-detected type.
L5 Tech SEO i
100.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
85.0
Google Gemini readiness score.
L7 Claude i
70.0
Anthropic Claude readiness score.
L7 Perplexity i
52.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Low content quality → AI models will ignore rive.app, leading them to cite competitor data and miss your official information.
+
https://www.lottiefiles.com
— 0
POSITION CHANGE
No change by 0 positions
76.0
Insufficient video content quality → AI models will favor competitor sites for video information, impacting your search visibility.
 PASS
// Detailed metrics — https://www.lottiefiles.com
AI Readiness i
52.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
90.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
86.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
100.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
80.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
100.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
80.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
100.0
Google Gemini readiness score.
L7 Claude i
90.0
Anthropic Claude readiness score.
L7 Perplexity i
75.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient video content quality → AI models will favor competitor sites for video information, impacting your search visibility.
+
https://www.plasmic.app
— 0
POSITION CHANGE
No change by 0 positions
62.3
Indexability and content issues → AI models will miss your site, favoring competitor content for user queries.
 WARN
// Detailed metrics — https://www.plasmic.app
AI Readiness i
36.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
93.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
58.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
70.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
95.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
91.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
45.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
85.0
Google Gemini readiness score.
L7 Claude i
50.0
Anthropic Claude readiness score.
L7 Perplexity i
52.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability and content issues → AI models will miss your site, favoring competitor content for user queries.
+
https://www.glideapps.com
— 0
POSITION CHANGE
No change by 0 positions
64.0
Insufficient content quality → AI models will ignore Glideapps, leading them to cite competitor sites for information about your platform.
 WARN
// Detailed metrics — https://www.glideapps.com
AI Readiness i
48.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
83.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
61.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
100.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
85.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
80.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
55.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
65.0
Google Gemini readiness score.
L7 Claude i
70.0
Anthropic Claude readiness score.
L7 Perplexity i
52.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI models will ignore Glideapps, leading them to cite competitor sites for information about your platform.
+
https://www.bubble.io
— 0
POSITION CHANGE
No change by 0 positions
61.7
Insufficient content quality → AI models will ignore bubble.io, leading them to cite competitor sites for information about your platform.
 WARN
// Detailed metrics — https://www.bubble.io
AI Readiness i
63.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
65.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
57.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
100.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
55.0
Content quality score based on auto-detected type.
L5 Tech SEO i
80.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
50.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
60.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
80.0
Google Gemini readiness score.
L7 Claude i
55.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
ORGANIZATION
Auto-detected type for L4 scoring.
⚠ Main Blocker

Insufficient content quality → AI models will ignore bubble.io, leading them to cite competitor sites for information about your platform.
+
https://www.flutterflow.io
— 0
POSITION CHANGE
No change by 0 positions
53.3
Indexability issues and poor content quality → AI models will ignore your site, leading to competitor data being used for queries about your platform.
 WARN
// Detailed metrics — https://www.flutterflow.io
AI Readiness i
40.0
Layers 1–4: Can AI bots access and understand your content?
SEO Foundation i
68.0
Layers 5–6: Can humans and search engines discover you?
Citation Readiness i
52.0
Layer 7: Will AI platforms cite you as authoritative?
L1 Gateway i
90.0
Binary gate: checks if AI bots are allowed in robots.txt.
L2 SSR i
70.0
Server-Side Rendering quality check.
L3 Indexability i
80.0
Penalty system for missing canonical tags, lang attribute, etc.
L4 Content i
20.0
Content quality score based on auto-detected type.
L5 Tech SEO i
75.0
Technical SEO: sitemap, HTTPS, mobile viewport, performance.
L6 On-Page i
60.0
On-Page SEO: Open Graph, Twitter Cards, internal links, image alt.
L7 GPT i
45.0
ChatGPT/OpenAI readiness score.
L7 Gemini i
85.0
Google Gemini readiness score.
L7 Claude i
45.0
Anthropic Claude readiness score.
L7 Perplexity i
32.0
Perplexity AI readiness score.
Content Type i
VIDEO
Auto-detected type for L4 scoring.
⚠ Main Blocker

Indexability issues and poor content quality → AI models will ignore your site, leading to competitor data being used for queries about your platform.

What does this mean for UK companies?

AI platforms are becoming the new search engines. Companies that rank high are positioned to capture AI-driven traffic — while those at the bottom risk being invisible to millions of users.

🏆 Top-ranking companies - 28% (Score ≥70)

  • Complete AI bot access: GPTBot, CloudVertexBot, and other AI crawlers can freely index their content
  • Optimized SSR rendering: Server-side rendered pages with proper schema markup ensure AI models can parse content accurately
  • Citation-ready structure: Clean headings, FAQ sections, and structured data make it easy for AI platforms to cite them as authoritative sources
  • Multi-platform visibility: Optimized for all major AI models (GPT, Gemini, Claude, Perplexity) — not just one
  • Competitive advantage: When users ask AI about their industry, these companies appear first — capturing mindshare and traffic before competitors

⚠️ Mid-tier companies - 44% (Score 40-69)

  • Partial AI bot access: Some AI crawlers blocked while others allowed — inconsistent visibility across platforms
  • Incomplete SSR: Server-side rendering works but with missing meta tags, inconsistent schema markup, or partial implementation
  • Basic schema markup: Structured data exists but isn't optimized for AI citation — missing key fields or using outdated formats
  • Moderate content quality: Content is present but lacks depth, freshness, or the FAQ/heading structure that AI models prefer for citations
  • Competitive disadvantage: Visible to AI systems but rarely cited as authoritative — competitors with better optimization capture the mindshare and traffic

❌ Bottom-ranking companies - 28% (Score <40)

  • Blocked AI bots: robots.txt settings or server errors prevent AI crawlers from accessing content
  • SSR failures: Client-side rendering or missing critical HTML tags make pages invisible to AI models
  • Missing schema markup: Lack of JSON-LD structured data means AI can't understand page context or purpose
  • Thin or outdated content: Short product descriptions, stale blog posts, or missing metadata reduce citation likelihood
  • Lost to competitors: When AI can't cite your site, it defaults to competitors — meaning you lose brand visibility, traffic, and trust in the AI era

What does this mean for global companies?

AI platforms are becoming the new search engines. Companies that rank high are positioned to capture AI-driven traffic — while those at the bottom risk being invisible to millions of users.

🏆 Top-ranking companies - 29% (Score ≥70)

  • Complete AI bot access: GPTBot, CloudVertexBot, and other AI crawlers can freely index their content
  • Optimized SSR rendering: Server-side rendered pages with proper schema markup ensure AI models can parse content accurately
  • Citation-ready structure: Clean headings, FAQ sections, and structured data make it easy for AI platforms to cite them as authoritative sources
  • Multi-platform visibility: Optimized for all major AI models (GPT, Gemini, Claude, Perplexity) — not just one
  • Competitive advantage: When users ask AI about their industry, these companies appear first — capturing mindshare and traffic before competitors

⚠️ Mid-tier companies - 55% (Score 40-69)

  • Partial AI bot access: Some AI crawlers blocked while others allowed — inconsistent visibility across platforms
  • Incomplete SSR: Server-side rendering works but with missing meta tags, inconsistent schema markup, or partial implementation
  • Basic schema markup: Structured data exists but isn't optimized for AI citation — missing key fields or using outdated formats
  • Moderate content quality: Content is present but lacks depth, freshness, or the FAQ/heading structure that AI models prefer for citations
  • Competitive disadvantage: Visible to AI systems but rarely cited as authoritative — competitors with better optimization capture the mindshare and traffic

❌ Bottom-ranking companies - 16% (Score <40)

  • Blocked AI bots: robots.txt settings or server errors prevent AI crawlers from accessing content
  • SSR failures: Client-side rendering or missing critical HTML tags make pages invisible to AI models
  • Missing schema markup: Lack of JSON-LD structured data means AI can't understand page context or purpose
  • Thin or outdated content: Short product descriptions, stale blog posts, or missing metadata reduce citation likelihood
  • Lost to competitors: When AI can't cite your site, it defaults to competitors — meaning you lose brand visibility, traffic, and trust in the AI era

Frequently Asked Questions

AI Readiness
Measures if AI bots can access and understand your content (Layers 1–4).
SEO Foundation
Measures technical and on-page SEO quality (Layers 5–6).
Citation Readiness
Measures how likely AI platforms are to cite your content (Layer 7).
PASS
Overall score ≥70. The site meets AI citation readiness baseline.
WARN
Overall score 40–69. Partial readiness with incomplete citation signals.
FAIL
Overall score <40. Critical blocking issues prevent AI indexing.

What is the AI Visibility Score?

The AI Visibility Score (0–100) measures how well a website is structured for discovery and citation by AI platforms like ChatGPT, Gemini, Claude, and Perplexity. It combines three components: AI Readiness (L1–L4), SEO Foundation (L5–L6), and Citation Readiness (L7), each weighted equally at 33.3%.

Why do some websites score 0?

A score of 0 indicates a critical blocker at Layer 1 (Gateway) or Layer 2 (SSR). This means AI bots are explicitly blocked in robots.txt, the server returns an error, or the page fails to render essential HTML elements. When these gates fail, all downstream scoring stops.

What does PASS, WARN, and FAIL mean?

PASS (score ≥70) means the site meets the baseline threshold for AI citation readiness. WARN (40–69) indicates partial readiness — AI bots can access the site but citation signals are incomplete. FAIL (<40) means critical blocking issues prevent AI platforms from indexing or citing the content.

How is Citation Readiness measured?

Citation Readiness (Layer 7) evaluates platform-specific signals for ChatGPT, Gemini, Claude, and Perplexity. It checks bot access permissions, structured data quality, E-E-A-T signals (author, dates, contact), and answer-engine optimization elements like FAQ sections and question-format headings. The final score is an average across all four platforms.

How can a company improve its score?

The most impactful improvements are: allowing AI bots in robots.txt (GPTBot, OAI-SearchBot, PerplexityBot), implementing JSON-LD structured data, ensuring server-side rendering of critical HTML elements, adding FAQ sections and question-format headings, and including author attribution with publication dates. VerisAI provides a detailed runbook with prioritized fixes for each layer.