The synthetic users readiness test

Is your team ready for synthetic users?

Vendors claim 85–95% accuracy. Academic studies too. Can you get there?

Seven questions, three minutes.

You'll get a readiness score, a verdict, and the one use case you're actually ready to experiment with — or a clear "not yet, and here's the cheap fix."

This test is built from 40+ peer-reviewed studies — Stanford, Columbia, and more. It is engineered to tell you no when the evidence says no.

A resource by Caitlin Sullivan and AI Customer Research

Question 1 of 7

Your scorecard is ready

Where should we send your full scorecard?

Enter your email to unlock it. You'll see your readiness score, your verdict, what's holding you back, and the exact steps to fix it — plus the emailed version with the full use-case matrix, and the newsletter where this research gets updated as new studies land.

Your role

Your email

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You're also signing up for the AI Customer Research newsletter — where you'll learn what synthetic users can and can't do, and how to use them well. Free, twice a month.

Your readiness verdict

Readiness score

0 / 100

Improving your odds

    The type to experiment with

    Your first experiment

      Your answers, decoded

      Screenshot this and send it to whoever saw the vendor demo

      AICustomerResearch.com
      Caitlin Sullivan