Beyond the Valley of the Dolls
1970 · 6.1/10
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 Nice Rack 3
Balls Up
2026 · 5.8/10
SnoozefestRecommended by TMDB viewers
The Dirt
2019 · 7.4/10
Worth the HypeRecommended by TMDB viewers
...All the Marbles
1981 · 6.1/10
Popcorn FlickRecommended by TMDB viewers
Pink Flamingos
1972 · 6.1/10
Popcorn FlickRecommended by TMDB viewers
The Boys from Brazil
1978 · 6.7/10
Popcorn FlickRecommended by TMDB viewers
Paradise Alley
1978 · 5.9/10
SnoozefestRecommended by TMDB viewers
The Domestics
2018 · 6.2/10
Popcorn FlickRecommended by TMDB viewers
Cotton Comes to Harlem
1970 · 6.2/10
Popcorn FlickRecommended by TMDB viewers
Angel Town
1990 · 6.6/10
Popcorn FlickRecommended by TMDB viewers
One step further
Hard to Die
1990 · 6.0/10
Popcorn FlickVia Balls Up and ...All the Marbles
The Doors
1991 · 7.1/10
Worth the HypeVia Beyond the Valley of the Dolls and The Dirt
Band Aid
2017 · 6.3/10
Popcorn FlickVia Beyond the Valley of the Dolls
The Festival
2018 · 5.9/10
SnoozefestVia Beyond the Valley of the Dolls
Fritz the Cat
1972 · 6.2/10
Popcorn FlickVia Beyond the Valley of the Dolls
Suburbia
1984 · 6.7/10
Popcorn FlickVia Beyond the Valley of the Dolls
Accident Man
2018 · 6.3/10
Popcorn FlickVia Balls Up
Accident Man: Hitman's Holiday
2022 · 6.8/10
Popcorn FlickVia Balls Up
Wake of Death
2004 · 6.1/10
Popcorn FlickVia Balls Up
Who Is Cletis Tout?
2001 · 5.9/10
SnoozefestVia Balls Up
No Retreat, No Surrender 2: Raging Thunder
1987 · 6.0/10
Popcorn FlickVia Balls Up
The Clique
2008 · 5.9/10
SnoozefestVia The Dirt
To Write Love on Her Arms
2015 · 6.7/10
Popcorn FlickVia The Dirt
24 Hour Party People
2002 · 7.0/10
Worth the HypeVia The Dirt
School Dance
2014 · 7.4/10
Worth the HypeVia The Dirt
Family Weekend
2013 · 6.3/10
Popcorn FlickVia ...All the Marbles
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.