The Perks of Being a Wallflower
2012 · 7.8/10
Worth the HypeRecommended 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 Days
Mammal
2016 · 6.3/10
Popcorn FlickRecommended by TMDB viewers
Moonlight
2016 · 7.4/10
Worth the HypeRecommended by TMDB viewers
American Beauty
1999 · 8.0/10
Absolute CinemaRecommended by TMDB viewers
Uncle Frank
2020 · 7.3/10
Worth the HypeRecommended by TMDB viewers
Flow
1996 · 7.7/10
Worth the HypeRecommended by TMDB viewers
The Breaking Ice
2023 · 6.4/10
Popcorn FlickRecommended by TMDB viewers
The Thing with Feathers
2025 · 6.5/10
Popcorn FlickRecommended by TMDB viewers
The Boys in the Band
2020 · 6.8/10
Popcorn FlickRecommended by TMDB viewers
Heaven Knows What
2015 · 6.4/10
Popcorn FlickRecommended by TMDB viewers
One step further
Beautiful Boy
2018 · 7.6/10
Worth the HypeVia The Perks of Being a Wallflower and Moonlight
Bully
2001 · 6.7/10
Popcorn FlickVia The Perks of Being a Wallflower and Moonlight
My Own Private Idaho
1991 · 7.0/10
Worth the HypeVia Moonlight and Uncle Frank
The Disappearance of Eleanor Rigby: Them
2014 · 6.2/10
Popcorn FlickVia Uncle Frank and The Thing with Feathers
Bastard Out of Carolina
1996 · 7.1/10
Worth the HypeVia The Breaking Ice and The Thing with Feathers
Joe Bell
2020 · 6.5/10
Popcorn FlickVia The Perks of Being a Wallflower
Midnight Cowboy
1969 · 7.5/10
Worth the HypeVia The Perks of Being a Wallflower
Chatroom
2010 · 5.8/10
SnoozefestVia The Perks of Being a Wallflower
Homesick
2015 · 5.2/10
SnoozefestVia Mammal
Beautiful Kate
2009 · 5.7/10
SnoozefestVia Mammal
Luna
1979 · 6.3/10
Popcorn FlickVia Mammal
Reckless
2013 · 6.3/10
NewVia Mammal
Gemini
2005 · 5.4/10
SnoozefestVia Mammal
Love Birds
2017 · 4.4/10
NewVia Mammal
The Florida Project
2017 · 7.4/10
Worth the HypeVia Moonlight
Palmer
2021 · 8.1/10
Absolute CinemaVia Moonlight
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.