beginner / 35 minutes

Customer Persona Template With AI

Use this customer persona template with interviews, support notes and survey responses to draft a working profile without treating assumptions as facts.

Result: A persona hypothesis sheet with evidence, open questions and a research plan for the next decision.

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5 steps to a reviewable draft

  1. 01

    Gather evidence by source

    Put interview quotes, support themes, survey patterns and sales notes into separate groups. Keep the source and date beside each item.

    Result: A short evidence set that can be traced back to its source.

  2. 02

    Name the decision

    Write the marketing decision this persona should support, such as a campaign audience, a landing page or a content topic.

    Result: A clear use case that prevents a generic persona document.

  3. 03

    Draft persona hypotheses

    Ask for a persona sheet that labels direct evidence, reasonable hypotheses and unanswered questions separately.

    Result: A reviewable persona sheet that shows evidence and assumptions in separate places.

    Your prompt

    Build a customer persona hypothesis sheet from the source notes below.
    
    Marketing decision: {{decision}}
    Interview and support evidence: {{evidence}}
    Known customer context: {{context}}
    
    Use these sections: job to be done, current situation, desired change, objections, language used, evidence, hypotheses, unanswered questions and next research step. Quote or summarize only supplied evidence. Mark every inference as [HYPOTHESIS]. Do not invent demographics, company facts, metrics or motivations.
    Example input

    Support notes show that small teams struggle to explain weekly campaign results to clients. Two interviews mention late reporting and unclear ownership.

    Example output

    Job to be done — Explain campaign results without rebuilding the report each week. Evidence — Two interviews and three support notes. Motivation — [HYPOTHESIS].

  4. 04

    Check the evidence boundary

    Compare each persona statement with the notes. Move unsupported details into hypotheses or remove them.

    Result: A persona sheet that does not present guesses as customer facts.

  5. 05

    Choose the next research action

    Turn the most important unanswered question into one research task with an owner and a decision it will inform.

    Result: A persona that can guide a marketing choice and a specific plan to improve it.

What a finished draft should contain

A one-page persona hypothesis sheet that distinguishes observed customer language from working assumptions and links each gap to a next research action.

What this process cannot decide

  • Source notes can overrepresent the loudest customers or a single segment.
  • A persona is a decision aid, not proof of market demand.
  • Sensitive customer information needs an approved handling process before it enters an AI tool.

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