CineLobby
Smarter Movie Recommendations
Free · Designed for iPad. Not verified for macOS.
CineLobby is a movie recommendation app built on real collaborative
filtering — not a popularity list with your name on it.
HOW IT WORKS
Rate a handful of well-known movies — not for me, haven't seen,
liked it, or loved it — and CineLobby blends three signals to build
your list:
• Collaborative filtering: your ratings are matched against patterns
learned from a large real-world ratings dataset, the same technique
behind the recommendation engines you already use.
• Content matching: genre similarity to what you rated highly.
• A quality signal: a statistically adjusted rating that keeps a movie
with 3 ratings from outranking one with 300, so thin, noisy data
doesn't skew your picks.
Not enough signal yet? CineLobby asks for a few more ratings rather than
guessing — quality over speed.
FIND SOMETHING YOU HAVEN'T SEEN
Filter recommendations by genre, decade (from classic-era film through
the 2020s), and minimum audience rating. Already seen one of your
picks? Tap it to swap in something new without losing the rest of your
list. Tap any movie for "More like this."
BUILT FOR PRIVACY
No account, no sign-up, no tracking. Your ratings live on your device.
There's nothing to delete because there was never anything to collect.
CineLobby uses the MovieLens dataset for ratings data and TMDB for
poster artwork.
Ratings & Reviews
- This app hasn’t received enough ratings or reviews to display an overview.
• Movie pages now include a short synopsis and the Rotten Tomatoes score.
• Your recommendations are now a focused set of 4 top picks.
• Movies you swap out with "Already seen it" no longer reappear in your picks.
The developer, Kirby Robinson, indicated that the app’s privacy practices may include handling of data as described below. For more information, see the developer’s privacy policy .
Data Not Linked to You
The following data may be collected but it is not linked to your identity:
- User Content
Accessibility
The developer has not yet indicated which accessibility features this app supports. Learn More
Information
- Seller
- Kirby Robinson
- Size
- 31.9 MB
- Category
- Entertainment
- Compatibility
Requires iOS 16.4 or later.
- iPhone
Requires iOS 16.4 or later. - iPad
Requires iPadOS 16.4 or later. - Mac
Requires macOS 12.0 or later and a Mac with Apple M1 chip or later. - Apple Vision
Requires visionOS 1.0 or later.
- iPhone
- Languages
- English
- Age Rating
4+
- 4+
- Copyright
- © 2026 36 Dunes