AI Knowledge Diff
What does AI really know about your company?
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What is the AI Knowledge Diff?
The AI Knowledge Diff is a free tool that compares what AI systems actually know about your company with crawler-visible facts from your website. It uses VerisAI's deterministic L4 Ground Truth Completeness layer as the source of website facts, then checks where AI knowledge differs from that stated identity.
The result is a structured diff report delivered via email, identifying exactly which facts AI models are getting wrong and why.
We've read the following crawler-visible facts from your website. Please review them before running the AI comparison.
Frequently Asked Questions
What is an AI Knowledge Diff?
An AI Knowledge Diff is a comparison between what AI systems currently know about your company and what your website actually states. Discrepancies—called "knowledge gaps"—occur when AI models have outdated training data, inferred incorrect facts from third-party sources, or never had access to your primary identity pages.
Is the AI Knowledge Diff free?
Yes. The AI Knowledge Diff is a free tool offered by VerisAI.eu. Authentication via Google or Microsoft is required to prevent abuse. We only receive your name and email address—no inbox or account access.
What happens after the diff report is generated?
The diff report is delivered to your email and highlights each factual discrepancy between your stated identity and AI's inferred identity. To fix the underlying signal gaps, you can order a full AI Visibility Audit from VerisAI.eu, which includes a prioritized Implementation Runbook.