Clueless
1995 · 7.2/10
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 The Matchmaker
Sweet November
2001 · 6.9/10
Popcorn FlickRecommended by TMDB viewers
Emma.
2020 · 7.0/10
Worth the HypeRecommended by TMDB viewers
Marked Men: Rule + Shaw
2025 · 6.7/10
Popcorn FlickRecommended by TMDB viewers
The Choice
2016 · 7.2/10
Worth the HypeRecommended by TMDB viewers
It Takes Two
1995 · 6.5/10
Popcorn FlickRecommended by TMDB viewers
Dear John
2010 · 6.8/10
Popcorn FlickRecommended by TMDB viewers
Someone Like You...
2001 · 6.0/10
Popcorn FlickRecommended by TMDB viewers
Sex Appeal
2022 · 6.6/10
Popcorn FlickRecommended by TMDB viewers
Yoh! Bestie
2026 · 6.2/10
Popcorn FlickRecommended by TMDB viewers
One step further
Hello, Goodbye, and Everything in Between
2022 · 6.1/10
Popcorn FlickVia Sweet November and The Choice
The Lost Husband
2020 · 6.7/10
Popcorn FlickVia Sweet November and The Choice
Not Easily Broken
2009 · 6.3/10
Popcorn FlickVia Sweet November and Dear John
Purple Hearts
2022 · 8.0/10
Absolute CinemaVia Sweet November and Dear John
The DUFF
2015 · 6.8/10
Popcorn FlickVia Clueless
Crossing Delancey
1988 · 5.9/10
SnoozefestVia Clueless
The Kissing Booth
2018 · 7.2/10
Worth the HypeVia Clueless
Boot Camp
2024 · 6.1/10
Popcorn FlickVia Clueless
The Kissing Booth 3
2021 · 6.8/10
Popcorn FlickVia Clueless
Kissing Is the Easy Part
2026 · 7.3/10
Worth the HypeVia Clueless
Love Everlasting
2016 · 7.4/10
Worth the HypeVia Sweet November
The Object of My Affection
1998 · 5.8/10
SnoozefestVia Sweet November
Emma
1996 · 6.6/10
Popcorn FlickVia Emma.
Emma
1996 · 6.6/10
Popcorn FlickVia Emma.
Far from the Madding Crowd
2015 · 7.0/10
Worth the HypeVia Emma.
Which Brings Me to You
2023 · 6.3/10
Popcorn FlickVia Emma.
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.