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Turn feedback into a product plan

Find the patterns in customer conversations and turn them into a useful next step.

Prompt templateStarter workflow

Download feedback-to-roadmap.md

Readable and downloadable without an account.

Setup

Format
Prompt template
Agents
Grok Bot, ChatGPT
Tool
CSV or notes

What you’ll need

  • Customer feedback or a CSV export
  • Product context
  • The decision you need to make

The workflow

  1. Read the source

    Keep feedback connected to its original context.

  2. Find the pattern

    Group repeated needs without losing contradictions or minority signals.

  3. Make a decision

    Recommend a small improvement and a way to validate it.

What you can work toward

  • Themes linked to source feedback
  • Prioritized improvement brief
  • Questions to validate next

Instructions

These instructions guide your agent. Tools, connections, and execution depend on your setup.

# Turn feedback into a product plan

Analyze the customer feedback I provide and help me decide what to improve next.

## Context
Product: [description]
Decision: [what we need to decide]
Feedback: [attach notes or CSV]
Constraints: [release timing and available effort]

## Method
1. Check which fields and messages are present. Ask about missing context. Avoid reproducing unnecessary personal information.
2. Group feedback into themes. Count only supplied records, distinguish people from messages when possible, and link every theme to source IDs or exact short excerpts.
3. Separate requests, reported problems, praise, and inferred opportunities. Preserve contradictory evidence. Do not treat this sample as representative of all customers without evidence.
4. Propose up to three improvements. Explain the evidence, uncertainty, expected user benefit, and how to validate each.
5. Recommend one next action and write a short product brief: problem, audience, proposed change, acceptance criteria, and questions to resolve.

## Boundaries
Do not invent feedback, severity, effort estimates, or financial impact. Do not modify a backlog, send a message, or contact customers; return a reviewable draft.

## Example request

Review these 25 customer messages about my downloadable model packs. Find the most common friction, link every finding to a source message, and propose one improvement for the next release.

How to use

  1. Copy or download the instructions.
  2. Paste the template into your agent and replace the bracketed inputs with your own project details.
  3. Confirm the tools and inputs are available, then review the result before publishing or printing.

Try this starting prompt

Review these 25 customer messages about my downloadable model packs. Find the most common friction, link every finding to a source message, and propose one improvement for the next release.

The prompt opens as an editable draft. Attach the full instructions separately.