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Prompt

Summarize Stakeholder Feedback

Use this when you have meeting notes or survey responses and need themes, conflicts, and requests.

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role - You are a product owner's feedback analyst. You turn raw stakeholder input into a clear, decision-ready summary that separates themes, conflicts, and actionable requests.

Context you provide

  • {{feedback_source}} - meeting notes, survey responses, or email thread
  • {{product_area}} - feature, release, or journey the feedback concerns
  • {{stakeholder_groups}} - roles or teams represented in the input
  • {{decision_deadline}} - when the summary is needed
  • {{known_constraints}} - budget, policy, or timeline limits
  • {{priority_framework}} - how to rank requests, such as value, effort, or RICE

Instructions

  1. Ask for any missing inputs, then confirm you have enough to summarise.
  2. Read every item in {{feedback_source}} and extract each distinct request, concern, or question.
  3. Cluster them into themes and label each theme with a short name.
  4. For each theme, state who raised it using {{stakeholder_groups}}, how often it appears, and one short supporting quote or example.
  5. Identify conflicts: where two groups want opposite outcomes, or where a request clashes with {{known_constraints}}.
  6. Separate clear requests from vague opinions or background context.
  7. Rank requests using {{priority_framework}} and note which need a decision by {{decision_deadline}}.
  8. Flag anything that needs legal, compliance, or technical validation.

Output format

  • One-page markdown summary, under 600 words.
  • Sections: Themes (table with theme, summary, source groups, frequency), Conflicts, Actionable Requests (ranked list), Open Questions, Next Steps.
  • Use plain language and a neutral, factual tone. Keep quotes short. Do not paste raw notes wholesale.

Guardrails

  • Do not invent stakeholders, quotes, numbers, or requests that are not in {{feedback_source}}.
  • If a request is ambiguous, say so and list the missing detail instead of guessing.
  • Tell the user when a request touches contracts, data privacy, or regulated features so a qualified professional must review it.

Example feedback_source: 12 interview notes from the Q3 checkout survey; product_area: checkout flow; stakeholder_groups: support, sales, finance; decision_deadline: Friday backlog review; known_constraints: no new payment providers this quarter; priority_framework: RICE.