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How Hunch predicts whether you'll like a book

Hunch is a free web app that predicts how much one specific reader will enjoy a specific book. Instead of an average rating from strangers, it compares the book against your own taste and gives a score out of 5, broken down across eight weighted factors.

The four steps

  1. Tell it your taste. Pick genres you love, moods you're after, books you loved and the things you can't stand. It takes about two minutes.
  2. Add a book. Photograph the cover or barcode in a shop, or type the title. Hunch identifies the edition and finds its description.
  3. Read your prediction. You get a score out of 5 with a breakdown across eight factors and the reasoning behind each, plus the book's moods, content warnings and an age advisory.
  4. Rate what you finish. Every rating you give is fed back as calibration, so the predictions get sharper the more you read.

The eight factors and their weights

FactorWeight
Genre Match20%
Theme Match20%
Writing Style Match15%
Pacing Match10%
Character Appeal10%
Length & Commitment5%
Similarity to Past Favourites10%
Avoidance of Dislikes10%

Each factor is scored 0–5 against your profile, and the weighted sum is your prediction. A book that hits one of your dealbreakers scores low on avoidance however well it matches elsewhere.

What it costs

Hunch is free during its early-access alpha. There is no payment system and no card is asked for.