AI bots crawl through your site every single day, pulling in your content to answer someone else's question. Most site owners have no way to tell if any of those bots ever send a real visitor back.
TL;DR: Microsoft Clarity added an AI Scrape-to-Referral Ratio card that measures how often AI bots scrape your pages against how often they actually send you a visitor. Pair that with filtered session recordings by AI source, and you can finally see which AI platforms return real value and which ones just take your content.
AI assistants are becoming a new front door to the web. People ask ChatGPT or Gemini a question instead of typing it into Google, and the AI decides which sites get mentioned.
That shift created a blind spot. Site owners could see which AI bots were scraping their pages, but had no way to know if that scraping ever turned into an actual visit.
Microsoft Clarity just closed that gap. Its Bot Analytics tool now includes an AI Scrape-to-Referral Ratio card, which compares scrape activity from a given AI source against the referral traffic it actually sends back.
The card also breaks results down by operator, so you're not just looking at "AI" as one lump number. You get a ranked list showing exactly which AI platforms send visitors and which ones mostly just extract content.
Clarity also added safeguards around mapped-domain coverage, so the ratio only calculates across domains it can track cleanly. That matters if your CDN setup or tracking coverage isn't consistent across your whole site.
This isn't Clarity's first move here, either. It recently added a branded vs. non-branded split to its AI citation tracking, which tackled a similar version of this same problem: knowing whether AI traffic is genuinely new or just people who already knew your name.
Session Recordings Turn Numbers Into Behavior
The most useful part might be the link straight into session recordings. Click a specific AI source on the ratio card, and Clarity filters your Recordings tab to show only visits that came from it.
That lets you watch what those visitors actually did. Did they scroll, click around, sign up? Or did they land and leave right away?
Open Your Bot Analytics Dashboard
Head to Clarity's AI Visibility Dashboard and open the Scrape-to-Referral Ratio card. Look at both the overall number and the operator-level breakdown to see which AI sources show up at all.
Check Recordings by AI Source
Pick one AI source from the card and open its filtered session recordings. Watch a handful of them and note whether visitors scroll, click, or bounce immediately.
Weigh Sources Before You Trust the Traffic
Compare a few AI sources side by side using both the ratio and what you saw in the recordings. A platform sending real, engaged visitors is worth more attention than one that just scrapes and disappears.
Hit reply
When you check your Scrape-to-Referral Ratio, is one AI platform actually sending you engaged visitors, or are they all just extracting content?
Did You Know? Clarity's new ratio card includes an operator-level breakdown, so instead of one lumped "AI" number, you get a ranked list showing exactly which AI platforms send real referral traffic and which ones mostly just scrape.
The scrape-versus-referral tension isn't new. It's the same debate we've had about content syndication and RSS feeds for years, just with a new set of players.
What's different now is that we finally have a number to point to instead of a gut feeling. That alone should change how a lot of us talk about AI traffic in client reports.
Till next time,
