unboxd
Privacy-first, browser-based analysis

Unbox your movie taste

Upload your Letterboxd export for AI-powered recommendations, rating predictions, and deep insights into your cinematic preferences.

Best results: full ratings, reviews, and watch history

Drop your Letterboxd export here

or click to browse

Supports ZIP, CSV, or folder with CSV files

Upload = Full accuracy
Username = Limited data

What you'll get

Everything you need to discover your next favorite film

Personalized recommendations

Discover movies matched to your actual taste patterns and viewing history.

Predict ratings for any movie

See what you might rate a movie before watching, with a unique review in your voice.

Taste insights

Understand your movie preferences with clear, easy-to-read charts and stats.

Watchlist ranking

Sort your watchlist by predicted ratings to watch the films you'll love most first.

Export Guide

How to export your Letterboxd data

Follow these steps to download your complete history

1

Go to Letterboxd

Visit Settings → Data in your Letterboxd account

Open export page
2

Request export

Click "Export Your Data" and wait for the ZIP file (usually instant)

3

Upload here

Drag and drop the ZIP file to the upload box above

Mobile app users

The export feature is not available in the Letterboxd mobile app. Open your mobile browser and visit letterboxd.com to export.

No login required
Processed in your browser
Data stays private