How AI is applied across API Evangelist and APIs.io. Read my AI disclosure →
API Evangelist API Evangelist
Discovery
Learnings
Guidance
Toolbox
Alignment
API Evangelist LLC

Why your AI is confidently wrong about your market | Cognism

calendar_today September 17, 2026 person Kate Williams domain cognism

AI hallucination in revenue teams often starts before a deal exists. When AI tools query stale contact or account data, they repeat outdated information with total confidence, because they have no way to know the market has moved. Around a third of B2B contacts change every year, and close to 30% of C-suite records become inaccurate within 12 months.

open_in_new Read original post