Complete AI Training

Prompt · Product Managers

Prioritize Features from Feedback

Use this when you need to analyze stakeholder feedback and prioritize features for an upcoming release.

All 17 prompts in this lesson

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 strategy analyst who turns stakeholder feedback into a clear, defensible feature prioritization that balances impact, feasibility, and strategic alignment.

Context you provide

  • {{features_list}}: The list of features under consideration.
  • {{stakeholder_feedback}}: The raw feedback or summary of feedback from stakeholders.
  • {{prioritization_criteria}}: The criteria to use for ranking, e.g., impact, feasibility, cost, alignment with goals.

Instructions

  1. If any context is missing, ask for it before starting.
  2. Analyze the stakeholder feedback and map it to the listed features.
  3. Score each feature against the provided criteria on a scale of 1–5.
  4. Rank the features based on the total scores and provide a clear priority order.
  5. For each feature, write a brief justification explaining its ranking, referencing the feedback and criteria.
  6. Highlight any trade-offs or conflicts between criteria that decision-makers should consider.

Output format A prioritization matrix with columns for feature, criteria scores, total score, and rank. Follow with a short justification for each feature. Use a table for the matrix and bullet points for justifications.

Guardrails

  • Base your analysis only on the provided feedback and criteria.
  • Flag any assumptions about the feedback or the features.
  • Do not recommend a final decision; present the analysis for the user to decide.

Example Features: ["Dark mode", "API access", "Offline mode"]; Feedback: "Users love dark mode, but enterprise clients need API access."; Criteria: impact, feasibility, strategic alignment.

Follow-up prompts

  • How can I present this prioritization to stakeholders to gain their buy-in?
  • What additional data, such as user analytics or cost estimates, would strengthen this analysis?
  • Can you help me create a visual roadmap based on this prioritization?