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Early tools like Otterly didn’t show anything that a source medium/source referral in GA4 can’t, and some of the latest tools aren’t showing much other than very similar data to GA, just with a price tag.
SEMrush and Ahrefs have add-ons that give a bit more visibility into the AI/LLM driven traffic based on the search term/branded terms that *you choose*, but ultimately here’s no reliable tools that can tell you what prompt a user typed into an LLM/AI platform that ultimately drove them to your domain, though many companies are sprinting into solving this.
