Hallucination detection
Spot wrong pricing, fake features, stale locations, invented claims, and confused company facts.
Brand Knowledge
Give every AI audit a source of truth.
Brand Knowledge stores the facts AI should know about the client so VectorGap can detect hallucinations, missing claims, contradictions, stale facts, and unsupported answers instead of counting mentions blindly.
What the buyer can verify
Verified facts for pricing, products, markets, features, proof, competitors, and positioning.
Hallucination and correctness checks compare answers against the truth layer.
Missing facts become remediation opportunities instead of invisible report noise.
Entity consistency improves what AI can understand, cite, and recommend.
6
standard providers
98
LLM prompts
40
AI Preference prompts
Truth layer
The product is not just storage; it is audit grounding
Without verified brand facts, an AI visibility tool can count mentions but cannot reliably identify wrong, missing, contradictory, or unsupported claims.
Missing claim detection
See when AI fails to mention important proof, differentiators, markets, or product capabilities the client actually has.
Contradiction checks
Find answer drift when public sources disagree with the client’s current truth.