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Clearcut

An app that reads thousands of reviews and gives you a Buy, Maybe or Skip verdict on a product in seconds, based on your preferences.

Sep 2025 – PresentFlutter, Python

View the project

I started Clearcut because star ratings don’t answer the question that matters when you’re about to buy something: will this work for me? Nobody reads 3,000 reviews standing in a store, so Clearcut reads them and gives you the answer in seconds.

The Scan screen reading a barcode. A verdict of Maybe, with what reviewers praise and complain about. The Breakdown of a serum, with its verdict and what reviewers praise.

What it does

  • Scan, snap, share or search: scan a barcode on the shelf, take a photo, share a link from any store app, or search by name or voice.
  • One verdict: Buy, Maybe or Skip, with a one-sentence reason, the top praise and complaint themes, and how many reviews it drew on.
  • Fits you, lightly: a few optional preferences per category shape the verdict.

How it’s built

A Flutter app for iPhone and Android, backed by a data pipeline that gathers listings, prices and reviews from retailers and forums, and a verdict engine that turns what reviewers say into a Buy, Maybe or Skip.

It hasn’t launched yet. Next are a trust check of the verdicts and a first field test, then beta builds on TestFlight and Google Play.