
Message in a Bottle
1999 · 6.3/10
Popcorn FlickRecommended by TMDB viewers
Movie Map AI links every film to the ones its viewers watch next, so you can go from movie to movie. Drag to turn the map; click any poster to move the middle there and keep wandering.

1999 · 6.3/10
Popcorn FlickRecommended by TMDB viewers

1985 · 6.7/10
Popcorn FlickRecommended by TMDB viewers

2020 · 6.8/10
Popcorn FlickRecommended by TMDB viewers

2017 · 6.3/10
Popcorn FlickRecommended by TMDB viewers

2018 · 7.6/10
Worth the HypeRecommended by TMDB viewers

2021 · 7.3/10
Worth the HypeRecommended by TMDB viewers

2006 · 6.1/10
Popcorn FlickRecommended by TMDB viewers

1998 · 6.2/10
Popcorn FlickRecommended by TMDB viewers

2008 · 7.0/10
Worth the HypeRecommended by TMDB viewers

2017 · 7.2/10
Worth the HypeRecommended by TMDB viewers

2020 · 7.6/10
Worth the HypeVia To All the Boys: P.S. I Still Love You and To All the Boys I've Loved Before

2024 · 6.1/10
Popcorn FlickVia To All the Boys: P.S. I Still Love You and To All the Boys I've Loved Before

2026 · 6.4/10
Popcorn FlickVia To All the Boys: P.S. I Still Love You and To All the Boys I've Loved Before

2025 · 6.7/10
Popcorn FlickVia To All the Boys: P.S. I Still Love You and Can't Hardly Wait

2015 · 6.8/10
Popcorn FlickVia John Tucker Must Die and Can't Hardly Wait

2007 · 6.7/10
Popcorn FlickVia Message in a Bottle

2010 · 7.0/10
Worth the HypeVia Message in a Bottle

1996 · 6.1/10
Popcorn FlickVia Message in a Bottle

2004 · 7.9/10
Absolute CinemaVia Message in a Bottle

2018 · 6.8/10
Popcorn FlickVia Message in a Bottle

2022 · 8.0/10
Absolute CinemaVia Message in a Bottle

2019 · 6.0/10
Popcorn FlickVia Secret Admirer

2020 · 6.0/10
Popcorn FlickVia Secret Admirer

2023 · 8.4/10
Absolute CinemaVia Secret Admirer

2024 · 6.4/10
Popcorn FlickVia Secret Admirer

2013 · 5.9/10
SnoozefestVia Secret Admirer
More: Open Up: verdict and where to watch · Movie Map home · How to find movies by genre
A movie map shows films as connected points instead of a list. The film you pick sits in the middle, the films its viewers most often watch next sit around it, and their own closest matches form an outer ring, so you can follow the links from movie to movie. (A movie map can also mean a map of filming locations; this one maps how films connect.)
The closest films to Open Up (2023) are Message in a Bottle (1999), Secret Admirer (1985) and To All the Boys: P.S. I Still Love You (2020). 16 more sit one step further out.
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.
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.
Yes. It’s free, with no account or sign-up, and works on phones too. On a phone, or with reduced motion switched on, the same films are shown as lists.
A list stops at one step: films like the one you searched. The map also shows the films two steps away and which film links them, so you can see why a recommendation appears and keep going. For a ranked list with a reason for each pick, use Movies Like Open Up.