What is recorded
Exact prompts, outputs, mentions, cited sources, competitor entities, factual classifications, timestamps and relevant system context.
PUBLIC CLAIM BOUNDARY
Know what the evidence supports before acting on it.
Verify Presence distinguishes an observed answer from a verified fact, a proposed correction from an approved publication, and measured change from guaranteed outcome.
What is not guaranteed
Rankings, citations, recommendations, traffic, leads, revenue, trustworthiness, professional competence or continued model behaviour.
What requires a human
Material public claims, regulated statements, evidence disputes, publishing authority and any decision with legal, professional or customer impact.
What can vary
AI answers, model versions, retrieval sources, personalisation, location, time and provider behaviour can change independently.
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