Ping Pong Playa
2008 · 5.8/10
SnoozefestRecommended 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 Debacle.
Prep & Landing: Naughty vs. Nice
2011 · 7.0/10
Worth the HypeRecommended by TMDB viewers
Get Santa
2014 · 6.1/10
Popcorn FlickRecommended by TMDB viewers
Frosty's Winter Wonderland
1976 · 6.6/10
Popcorn FlickRecommended by TMDB viewers
The Class of ‘92
2013 · 7.1/10
Worth the HypeRecommended by TMDB viewers
Bruised
2021 · 6.8/10
Popcorn FlickRecommended by TMDB viewers
Space Jam: A New Legacy
2021 · 6.6/10
Popcorn FlickRecommended by TMDB viewers
Born to Race: Fast Track
2014 · 6.5/10
Popcorn FlickRecommended by TMDB viewers
Johnny Kapahala: Back on Board
2007 · 6.0/10
Popcorn FlickRecommended by TMDB viewers
Fast Girls
2012 · 6.0/10
Popcorn FlickRecommended by TMDB viewers
One step further
Beast
2026 · 7.5/10
Worth the HypeVia Ping Pong Playa and Bruised
It's Christmastime Again, Charlie Brown
1992 · 6.2/10
Popcorn FlickVia Prep & Landing: Naughty vs. Nice and Frosty's Winter Wonderland
Beethoven's Christmas Adventure
2011 · 6.0/10
Popcorn FlickVia Prep & Landing: Naughty vs. Nice and Get Santa
All About Nina
2018 · 5.8/10
SnoozefestVia Ping Pong Playa
Somewhere in Queens
2023 · 6.3/10
Popcorn FlickVia Ping Pong Playa
The Pretty One
2014 · 6.1/10
Popcorn FlickVia Ping Pong Playa
Family Weekend
2013 · 6.3/10
Popcorn FlickVia Ping Pong Playa
Prep & Landing Stocking Stuffer: Operation: Secret Santa
2010 · 6.6/10
Popcorn FlickVia Prep & Landing: Naughty vs. Nice
Merry Little Batman
2023 · 6.6/10
Popcorn FlickVia Prep & Landing: Naughty vs. Nice
A Christmas Story Christmas
2022 · 6.3/10
Popcorn FlickVia Prep & Landing: Naughty vs. Nice
The Bad Guys: A Very Bad Holiday
2023 · 6.5/10
Popcorn FlickVia Prep & Landing: Naughty vs. Nice
Merry Christmas, Drake & Josh
2008 · 7.3/10
Worth the HypeVia Get Santa
Noelle
2019 · 6.6/10
Popcorn FlickVia Get Santa
Dashing Through the Snow
2023 · 6.1/10
Popcorn FlickVia Get Santa
The Christmas Chronicles: Part Two
2020 · 6.5/10
Popcorn FlickVia Get Santa
The Santa Clause 2
2002 · 6.0/10
Popcorn FlickVia Get Santa
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.