Unrendered Arrivals: A Measurement Protocol for AI Assistant Referrals on UK Sites
AI assistants are producing a new class of referral that standard analytics often misclassifies, strips of attribution, or omits altogether. This playbook sets out a practical, consent-safe protocol for UK teams — from server-log forensics and referral cleaning to landing-page intent checks and board-ready confidence bands.