Which AI is this prompt for?

This template was designed and tested with Claude; it also works with ChatGPT, Claude, Gemini and other mainstream text AIs — just replace the bracketed parts with your own situation.

How do I adapt this prompt?

First replace the (bracketed) placeholders with your real data; if the result is too generic, add background context, specify the output format and length, and give one or two examples — the AI's answer will be more precise.

Find the key points from a pile of feedback

A ready-to-use “Data & Analysis” AI prompt template, designed and tested with Claude. Replace the (bracketed) parts below with your own needs.

Prompt template

Below is a large amount of customer feedback (reviews/surveys). Please: 1) categorize into positive and negative themes; 2) find the three most-mentioned strengths and three pain points; 3) quote one or two representative originals each; 4) give actionable improvement suggestions and priority. If the data contains personal data, I've de-identified it.

Feedback:
"paste the feedback"

How to use this prompt

Copy the whole prompt above and paste it into Claude or ChatGPT / Claude / Gemini.
Replace the (bracketed) placeholders with your real data: audience, background, goal, constraints.
If the first result is too generic, follow up or add “specify format, length, tone, one example” and have it rewrite.

Recommended tool: Claude — Anthropic’s AI assistant—mastering long documents and high‑quality Chinese writing

Find the key points from a pile of feedback

How to use this prompt

More prompts in this category