Skills catalogue / Business and operations
feedback-analyzer
Themes, exact counts, shares and verbatim quotes from reviews, surveys or tickets, with prioritised actions.
- Check level
- Original
- Contains
- Instructions only
- Source
- Business Ops Skills pack
- Licence
- Paid licence
- Last checked
- 2026-10-21
What it does
Assigns every item to exactly one theme, checks the counts add up to the total, keeps quotes verbatim with personal details removed, separates problems from requests and praise, and ties each recommended action to a theme and its count.
Good for
Product owners, shop owners and service businesses with more feedback than time to read it.
Before you install
Instructions only. If your AI tool can run code on an attached file, the skill asks it to count with code.
Install
Included in the Business Ops Skills pack.