Driver's Ed
2026 · 6.9/10
Popcorn FlickRecommended by TMDB viewers
Movie Map AI
Every film linked to the ones its viewers watch next. Drag to turn the map; click any poster to move the middle there and keep wandering.
Closest to Narcs
Incoming
2024 · 6.4/10
Popcorn FlickRecommended by TMDB viewers
Fist Fight
2017 · 6.0/10
Popcorn FlickRecommended by TMDB viewers
The F**k-It List
2020 · 6.0/10
Popcorn FlickRecommended by TMDB viewers
Pretty Persuasion
2005 · 5.8/10
SnoozefestRecommended by TMDB viewers
Shane Gillis: Beautiful Dogs
2023 · 7.0/10
Worth the HypeRecommended by TMDB viewers
The Trouble with Angels
1966 · 6.7/10
Popcorn FlickRecommended by TMDB viewers
Hard to Die
1990 · 6.0/10
Popcorn FlickRecommended by TMDB viewers
Project X
2012 · 6.9/10
Popcorn FlickRecommended by TMDB viewers
House Party
1990 · 6.4/10
Popcorn FlickRecommended by TMDB viewers
One step further
Superbad
2007 · 7.3/10
Worth the HypeVia Driver's Ed and Incoming
Prom Dates
2024 · 5.3/10
SnoozefestVia Driver's Ed and Incoming
Ferris Bueller's Day Off
1986 · 7.6/10
Worth the HypeVia Driver's Ed and Incoming
High Road
2012 · 5.6/10
SnoozefestVia Driver's Ed
Booksmart
2019 · 7.0/10
Worth the HypeVia Incoming
Dude
2018 · 5.5/10
SnoozefestVia Incoming
Mac & Devin Go to High School
2012 · 6.5/10
Popcorn FlickVia Fist Fight
Horrible Bosses 2
2014 · 6.2/10
Popcorn FlickVia Fist Fight
Get Hard
2015 · 6.0/10
Popcorn FlickVia Fist Fight
Bad Teacher
2011 · 5.6/10
SnoozefestVia Fist Fight
Blockers
2018 · 6.3/10
Popcorn FlickVia The F**k-It List
Sweethearts
2024 · 5.8/10
SnoozefestVia The F**k-It List
The Wedding Year
2019 · 5.9/10
SnoozefestVia The F**k-It List
21 & Over
2013 · 5.8/10
SnoozefestVia The F**k-It List
Drop Dead Gorgeous
1999 · 6.5/10
Popcorn FlickVia Pretty Persuasion
Saved!
2004 · 6.4/10
Popcorn FlickVia Pretty Persuasion
Frequently asked questions
How does Movie Map AI work?
The film in the middle links to the films its viewers most often watch alongside it (from Trakt, or TMDB’s recommendations when Trakt has none). Each of those links to its own closest matches, which form the outer ring. A film reached from several directions sits between them.
Can I map any film?
Yes. Search any title above, use “See on Movie Map AI” on a film page, or click any poster on the map to move the middle there.