Ratings as vectors
Every rating teaches the engine the shape of your taste, and everything it learns comes back as better answers to what should I watch tonight?
You have a taste. Perfery draws it.
Letterboxd knows what you watched. Perfery learns who you are: every rating, every watch you log, every vibe you tag adds another thread to how it reads your taste, across 75 registers of cinematic tone, from rain-soaked noir to warm hug to cosmic vastness.
Rate the vibes themselves
A star rating tells Perfery how much you liked a film. Rating it against the 75 vibes tells it why. Every vibe you tag sharpens what it brings you next, so the more it knows what you’re like, the less you have to choose.
Your watchlist, answered
A watchlist only grows. Your taste turns it into a shortlist: ask for slow-burn or feel-good, and Perfery pulls the films already on your list that fit the night.
Start from what you’ve already seen
One upload, your whole history read
Bring your Letterboxd export as-is: the .zip works. Ratings, diary, and rewatches all count.
The payoff
Dial in the night you want
Push the dials toward slow and dark and beautiful, and Perfery composes a set from the whole catalog, ranked by everything it knows about your taste.
Everything, free with your account
Rate anything: every film, and all 75 vibes themselves, no caps, ever. Import your whole Letterboxd history, and get the full almanac on it: your decade-by-decade breakdown, your complete vibe skews, your five-star canon, your watching habits, your blind spots, plus the basic numbers, films imported, rated, average stars, your era span. Recommendations tuned by everything you rate.
Start teaching it your taste
Rating is unlimited and free, with a Perfery account. Bring a Letterboxd export, or rate a few films to start. Your data stays yours.
Perfery+ is coming soon for collectors and heavy users.