AI synthetic research

Buyer Clone vs Synthetic Users

Synthetic interviews to shape the message vs a synthetic buyer panel to test the page.

Buyer Clone Synthetic Users
What it simulates Buyers moving through your live landing page Research participants answering interview questions
Job to be done Landing-page conversion — where the page leaks User research — problem discovery, concept & message testing
Input A page URL An audience + a topic guide / interview script
Speed Minutes Minutes (under ~2 min per interview)
Cost Free tier, paid from $19/mo Usage-based, roughly $2–60 per interview
Output Ranked conversion brief tied to page elements Interview transcripts, survey results, thematic insights

Choose Buyer Clone when…

You already know roughly what to say and need to test whether a specific page converts — and where it loses buyers — before you drive traffic to it.

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Choose Synthetic Users when…

You're upstream: exploring a problem, pressure-testing a concept, or deciding what message resonates, and you want fast qualitative research without recruiting participants.

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Both Synthetic Users and Buyer Clone use AI to replace slow, expensive human loops — but they sit at different stages of the funnel and answer different questions.

What each one actually does

Synthetic Users is an AI user-research platform. You define an audience, write a topic guide or script, and run a “study” where synthetic participants — given stable OCEAN personality profiles and optionally grounded in your own data via RAG — respond as interview subjects. It supports problem exploration, concept testing, custom scripts and large surveys, and honestly frames itself as a “discovery co-pilot, not a replacement for real research.”

Buyer Clone is a pre-launch conversion tool. You paste a URL, and a panel of AI buyer-persona agents moves through your actual landing page, reporting where each one stalls, doubts, or converts, and returns a ranked conversion brief in minutes.

The core difference

Synthetic Users answers upstream questions — what problem matters, which concept lands, what message resonates — through simulated interviews. Buyer Clone answers a downstream question — does this specific page convert, and where does it leak — by simulating buyers walking the page. It’s research vs conversion, not better vs worse.

Where Synthetic Users is genuinely stronger

For actual research rigour, Synthetic Users goes deeper: structured study types, personality-stable participants with continuity across interviews, RAG grounding in your own customer data, and a candid, academically-referenced posture about what synthetic research can and can’t do. If your question is “what should we build or say?”, that’s the right apparatus.

The honest take

Use them together. Synthetic Users to sharpen the message and concept early, then Buyer Clone to test whether the page you built around that message actually converts — before a single visitor lands.

Common questions

Is Buyer Clone the same as Synthetic Users?

No — they're adjacent, not identical. Synthetic Users simulates research participants for interviews, concept tests and surveys. Buyer Clone simulates buyers moving through your landing page for conversion testing. One helps you decide what to say; the other tests the page that delivers it.

Can Synthetic Users test a landing page's conversion?

Synthetic Users is built for qualitative user research — interviews, concept and message testing — not landing-page conversion diagnosis. It answers 'what does this audience think about this problem or concept?' rather than 'where does this specific page lose buyers?'

Do they work together?

Yes, nicely. Use Synthetic Users upstream to sharpen the message and concept, then use Buyer Clone to test whether the page built around that message actually converts — before you spend on traffic.

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