Wiki · citable explainer
Larger, better-documented entities are easier to cite accurately. Structured identity evidence is a practical lever; exact universal percentages vary by method and date.
Businesses with sparse or conflicting public evidence are harder for models and retrieval layers to describe accurately. Improve the evidence layer; measure outcomes empirically.
Can AI Verified promise a citation-rate uplift percentage?
No honest system should guarantee proprietary model outcomes. Evidence quality is the controllable input.
What correlates with better answers?
Consistent public facts, structured Organisation data, and reduced name collisions.