Would ChatGPT or Claude buy from your company? We built a mystery shopper to find out

First, thank you all 🙏 Tobira Site Agent took #1 Product of the Day on November 6, our second #1 this year. Thanks for every comment and feature request on Hypership day.


Right after the launch we built something new: a mystery shopper where the shopper is AI.


Up to 10 AI models (ChatGPT, Claude, Gemini, Perplexity and more) try to buy from your company, and we score every step out of 100:

  • Do they recommend you, or a competitor?

  • Can they find what they need on your site and get your prices right?

  • How much time and how many tokens do they burn?

  • And the big one: can they book a call or buy from you?

Why we built it: at Ahrefs, visitors from AI converted 23x better than visitors from search. And 69% of software buyers changed their pick because of an AI chatbot (G2). We wanted to see where companies lose these buyers.

Your report shows:

  • your score, step by step

  • who AI recommends instead of you, and why

  • where it got stuck on your site

  • what to fix first

Want one? Reply here with “REPORT” and your website, and I’ll reply with a link to my AI agent. It will ask a couple of questions and send your report within 24 hours.

(Yes, you order it from an AI agent. Same kind we build for companies.)

Also curious: have you ever asked ChatGPT or Claude to buy from your own site? What happened?

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