Open it and see what hurts most.
The overview puts the costliest problem on top, with the numbers and a real customer quote beside it. Everything else is ranked underneath.
Every review, sorted by what to fix.
Paste App Store reviews, support tickets or survey answers. Sift groups them into themes, scores every response, and shows which problem is costing you the most customers.
No sign-up · demo uses sample data from a fictional plant shop
bloomcart-feedback.csv48 rows
- App StoreCheckout took a full minute today.
- EmailMy big bird of paradise arrived snapped in half.
- SurveyFree shipping over $50 would be a game changer.
- TwitterCare guides are gold. Please keep them coming.
themes, ranked by impact6 found
- Slow checkout13×
- Plants arrive damaged8×
- Shipping costs6×
- Customer support6×
What you get after one paste
Every theme comes with a next step.
Each theme gets a plain-language summary, one recommended fix, its trend week by week, and every response that belongs to it.
Nothing is hidden behind the averages.
Search and filter every single response by sentiment or theme, so you can check the grouping yourself.
From a pile of text to a fix list
Any AI model with an OpenAI-compatible API can do the reading. Your data stays in your browser unless you run an analysis.
- Paste
Drop in reviews, tickets or survey answers — one per line, or a CSV export with a text column.
- Group
The AI reads every response, clusters them into a handful of themes and scores each one from negative to positive.
- Rank
Themes are ordered by impact: how many people mention it, weighted by how unhappy they are.