AI systems are describing your company right now.
We audit what they say, fix the signals they rely on, and monitor drift—so your AI identity stays canonical and citation-ready.
Step 1: Technical
AI Readiness Check
Check whether AI crawlers can access and interpret your key pages—robots.txt, indexing signals, and structured data.
Run Readiness CheckStep 2: Integrity
AI Knowledge Diff
Compare your ground truth to AI claims. Flag factual discrepancies and missing facts.
Run Knowledge DiffRISK
Identity Distortion
AI blends historical training data with live signals. Conflicts produce a distorted compromise—wrong category, outdated facts, or hallucinated capabilities—without clear governance.
AUDIT
Invisible to AI Crawlers
If your site blocks AI bots or lacks structured data, AI defaults to third-party sources — competitors, aggregators, outdated news.
DRIFT
Deal & Diligence Risk
Investors, partners, and buyers query AI before any meeting. A wrong answer there costs more than any SEO ranking.
CONTROL
First-Mover Window
Early signals can become default citations. Proactive improvements to AI interpretability create compounding visibility advantages.
About
We provide AI Visibility Governance—auditing signals, correcting drift, and monitoring canonical consistency over time.