Before you launch

Customers rarely tell you the whole problem.

They hesitate. Misunderstand the value. Doubt a claim. Compare you with something unexpected. Then they leave. Benki’s simulated sceptics surface those unspoken objections before they become lost sales.

A report your AI agent can work from.

Take the evidence into ChatGPT, Claude, or your preferred agent and turn it into a plan for what to fix, test, or clarify next.

Where the personas come from.

You define the audience: role, company size, region, and whatever separates a buyer from a bystander. Benki composes 50, 100, or 300 personas, sends each one the same survey, then clusters their answers.

Seven simulated populations, each a different composition, one showing the segment that converts

The job is to surface the assumption you have not questioned yet, then tell you which one is worth the cost of a real interview. It runs before you spend on live research, not instead of it.

Where the panels come from, and what the method cannot tell you, is written down in full. None of it is buried in a footnote.

Read how the method holds up

Questions worth asking first.

It is structured AI simulation, not a replacement for live interviews. Benki runs a panel of personas shaped by your audience brief against your decision, finds patterns across their responses, and surfaces what to test next. Use it before you spend on real interviews, not instead of them.

One decision. 15 to 40 minutes.

Bring the question you have been arguing about internally. Get back the objections you had not thought of and the one thing worth testing next.

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