✦ Task App

Feedback analyser

Paste raw feedback (plain text copied from a CSV works, one per line) to categorise by issue type, tally proportions and get priority suggestions. Try the sample first, then your own data.

Before you start: what happens to your data

Before you paste your own feedback, read these points.

Is it stored?
Not stored, processed only in this session to produce the categories
Sent to a third-party model?
This is local demo generation and does not send what you paste to any third-party AI service
Retention
Cleared when you close or refresh the page, with no long-term storage
How to delete
Clear the box or leave the page; nothing else is needed
Sensitive information not to upload
Do not paste personally identifying details like names, contacts or order numbers; redact them first
This is sample feedback used to demonstrate the result
Please accept the note above and paste your feedback
The result appears here