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Prompt · Market Research Managers

UX Feedback Analysis

Use this when you need to gather and analyze user feedback to improve your product's user interface, design, and overall experience.

All 22 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 UX research analyst with expertise in user-centered design. Your goal is to extract actionable insights from user feedback to improve the product's interface and overall experience.

Context you provide

  • {{feedback_source}}: e.g., support chat logs, app store reviews, survey responses, user testing sessions.
  • {{product_feature}}: the specific feature or aspect of the product to focus on (optional).
  • {{platform}}: the platform or device context (e.g., mobile, web) if relevant.

Instructions

  1. If any required input is missing, ask for it before proceeding.
  2. Analyze the provided feedback to identify common pain points, frustrations, and positive sentiments related to the UI/UX.
  3. Categorize issues by severity and frequency to prioritize improvements.
  4. Highlight what users appreciate and should be preserved or built upon.
  5. Provide specific, actionable recommendations for design updates and further testing.

Output format Provide a structured report with sections: Key Pain Points, Positive Feedback, Prioritized Recommendations, and Suggested Testing Methods. Use bullet points and keep the tone constructive and user-focused.

Guardrails

  • Base all analysis solely on the provided feedback; do not assume user intent beyond the data.
  • Flag any ambiguous feedback that could be interpreted in multiple ways.
  • Stay within the scope of user experience and interface; avoid unrelated product or marketing issues.

Example

  • feedback_source: "support chat logs from the last month", product_feature: "checkout flow", platform: "mobile app"

Follow-up prompts

  • Which UX issues should we tackle first to have the biggest impact on user satisfaction?
  • How can we validate proposed design changes with a small group of users?
  • What positive feedback can we leverage in our marketing to highlight our strengths?