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Behavioral Verification Instrumentation for the Trust Paradox

Stated trust and behavioral trust diverge sharply on Product.ai chat. Users rate verified-truth assistants 4-5/5 on stated trust, then verify 70-93% of consequential claims in a second tool (Google, Reddit, an LLM, a friend) before acting. The Trust Paradox is the single most important consumer-side dynamic on the chat surface, and it is currently invisible to the team. We have no instrument that tells us when, in which categories, on which verdict types, behavioral trust closes — or fails to close. Without this instrument, every chat improvement is a guess and the chat-expert outcome cannot be measured against its real target. The Experiential Delta is undefendable when the product cannot see whether users actually trust its conclusions.

STEP 1 — APPLY

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