CinemaBlend
Discover your perfect movie match

Cinema Blend

Blend your Letterboxd tastes with a friend and discover
movies you'll both love

Perfect Matches

Our algorithm analyzes your Letterboxd profiles to find movies that both you and your friend will love.

Smart Blending

We analyze your viewing history, ratings, and preferences to create the perfect movie blend using advanced algorithms.

Instant Discovery

Get personalized recommendations in seconds and discover hidden gems that align with both your tastes.

How It Works

Our sophisticated algorithm analyzes your movie preferences to create the perfect blend

1

Analyze Your Tastes

We examine your Letterboxd profiles to understand your favorite genres, preferred time periods, beloved actors, and rating patterns.

2

Find Common Ground

Our algorithm identifies shared preferences between both users - common genres, overlapping year ranges, and mutual favorite actors.

3

Smart Genre Weighting

We weight genres based on how many movies each user has watched in that category and their average ratings, prioritizing your strongest shared interests.

4

Quality Filtering

We filter out low-rated movies (under 5.0) and exclude films you've both already seen, ensuring fresh, high-quality recommendations.

5

Similarity Matching

Using advanced similarity search, we match movie plots and themes with your viewing history to find films that truly resonate with both of you.

6

Perfect Ranking

Finally, we rank your matches by the highest ratings and popularity, delivering a personalized list of movies you'll both absolutely love.

About CinemaBlend

Bringing movie lovers together, one perfect match at a time

Our Mission

We believe that the best movie experiences happen when shared with others. CinemaBlend was created to solve the age-old problem: "What should we watch tonight?"

By analyzing your Letterboxd profiles with sophisticated algorithms, we eliminate the guesswork and deliver personalized recommendations that both you and your movie partner will love.

The Science Behind the Magic

Our algorithm doesn't just look at what you've watched - it understands how you watch. We analyze:

  • Genre preferences weighted by viewing frequency and ratings
  • Temporal patterns in your movie choices
  • Actor and director affinities across both profiles
  • Semantic similarity between movie plots and themes

Built for Movie Lovers, by Movie Lovers

We're passionate cinephiles who understand that great movies are meant to be shared. Whether you're planning a date night, a movie marathon with friends, or just trying to find something everyone can agree on, CinemaBlend takes the stress out of choosing and puts the joy back into watching.

50K+

Movies Analyzed

5+

Happy Users

95%

Match Accuracy

24/7

Always Available