Starting Over
1979 · 6.4/10
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 Play
Clerks
1994 · 7.4/10
Worth the HypeRecommended by TMDB viewers
Accident Man
2018 · 6.3/10
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
Picnic on the Grass
1959 · 6.3/10
Popcorn FlickRecommended by TMDB viewers
Hard to Die
1990 · 6.0/10
Popcorn FlickRecommended by TMDB viewers
Barbecue
2014 · 5.8/10
SnoozefestRecommended by TMDB viewers
Louis C.K.: Oh My God
2013 · 7.6/10
Worth the HypeRecommended by TMDB viewers
Round Da Way
2009 · 6.6/10
Popcorn FlickRecommended by TMDB viewers
One step further
Bill Burr: Drop Dead Years
2025 · 7.2/10
Worth the HypeVia Starting Over and Clerks
Butterflies Are Free
1972 · 6.8/10
Popcorn FlickVia Starting Over and Picnic on the Grass
10
1979 · 5.8/10
SnoozefestVia Starting Over and Picnic on the Grass
Ricky Gervais: Mortality
2025 · 7.0/10
Worth the HypeVia Clerks and Shane Gillis: Beautiful Dogs
Accident Man: Hitman's Holiday
2022 · 6.8/10
Popcorn FlickVia Accident Man and Hard to Die
Cotton Comes to Harlem
1970 · 6.2/10
Popcorn FlickVia Accident Man and Hard to Die
In the Blood
2014 · 5.8/10
SnoozefestVia Accident Man and Hard to Die
Stretch
2014 · 6.2/10
Popcorn FlickVia Accident Man and Hard to Die
Rise of the Footsoldier
2007 · 6.3/10
Popcorn FlickVia Accident Man and Hard to Die
The Overnight
2015 · 5.9/10
SnoozefestVia Starting Over
Cheap Thrills
2013 · 6.4/10
Popcorn FlickVia Clerks
Who Is Cletis Tout?
2001 · 5.9/10
SnoozefestVia Accident Man
Heathers
1989 · 7.2/10
Worth the HypeVia Pretty Persuasion
Jimmy Carr: Natural Born Killer
2024 · 6.4/10
Popcorn FlickVia Shane Gillis: Beautiful Dogs
Ricky Gervais: Armageddon
2023 · 7.1/10
Worth the HypeVia Shane Gillis: Beautiful Dogs
Jimmy Carr: Comedian
2007 · 7.7/10
Worth the HypeVia Shane Gillis: Beautiful Dogs
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.