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Research · Intermediate

# Synthesizing customer feedback into product themes

Aggregate incoming customer comments, extract common feature requests, and group usability issues.

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Opens BotBento. Paste the prompt into a bot; nothing is preconfigured.

- When you askUpload raw feedback export
- ThenCluster issues by product area
- ResultFeedback summary report

Turn raw customer feedback from multiple communication channels into structured summaries. The bot identifies recurring pain points, categorizes requests by functional area, and drafts an organized insight report to help product teams evaluate release priorities without reading every comment manually.

## Prompt to start with

BotBentoRecommended

```
Review provided customer feedback logs, survey responses, and user interview notes. Categorize comments by feature area, frequency, and severity. Draft a consolidated report highlighting the most common friction points and user requests. Never send messages, publish reports, or update shared documentation without explicit user approval.
```

Copy

## Tools it uses

ChatDocsSpreadsheet

## Works with

BotBento

## Tags

- feedback
- ux-research
- product-insights
- backlog

## Source

[claude-agents-library: Claude Agents Library](https://github.com/aiagentskit/claude-agents-library)
GitHub · checked 2026-10-16

Summarized in our own words. Any results described there are the authors’ own, not measured by BotBento.

By BotBento Editorial · Added 2026-10-16 · Updated 2026-10-16 · [Suggest a correction](/contact/)

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