Analyze Customer Feedback Themes
Works with ChatGPT · Claude · Copilot · Gemini
You can turn customer feedback into themes and actions.
The problem
Piles of feedback are hard to make sense of.
What this skill does
Paste the feedback and ask the AI to group it into themes with actions. Remove customer names or personal details before pasting, and sense-check the grouping against the raw comments.
When to use it
- Use this when you have lots of customer feedback to understand.
Juni’s tip
Juni says: look for patterns, not the loudest voice. Then act on them.
The prompt
Try it live
Fill in the blanks — your ready-to-use prompt builds as you type.
Weak vs. better
what are customers saying
Group this customer feedback into themes, note how common each is, and suggest one action per theme: [paste a list of review comments].
Why this works
Themes turn scattered feedback into clear priorities.
Practice task
Paste some feedback and ask the AI to find the themes.
Self-check
- Feedback is grouped into themes with rough frequency.
- Each theme has a suggested action.
Common mistakes to avoid
- Reacting to one loud comment as if it were common.
- Grouping feedback but taking no action from it.
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