
Ghosts
1997 · 8.1/10
Absolute CinemaRecommended 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.

1997 · 8.1/10
Absolute CinemaRecommended by TMDB viewers

1957 · 6.3/10
Popcorn FlickRecommended by TMDB viewers

2026 · 8.3/10
Absolute CinemaRecommended by TMDB viewers

2001 · 6.6/10
Popcorn FlickRecommended by TMDB viewers

1946 · 5.8/10
SnoozefestRecommended by TMDB viewers

2022 · 6.8/10
Popcorn FlickRecommended by TMDB viewers

1930 · 6.9/10
Popcorn FlickRecommended by TMDB viewers

2022 · 5.9/10
SnoozefestRecommended by TMDB viewers

1961 · 6.4/10
Popcorn FlickRecommended by TMDB viewers

2022 · 5.8/10
SnoozefestRecommended by TMDB viewers

2012 · 7.0/10
Worth the HypeVia Ghosts and Sneakerella

2016 · 6.7/10
Popcorn FlickVia Apple Music Live: Lady Gaga MAYHEM Requiem and Save the Last Dance

2021 · 7.2/10
Worth the HypeVia Make Mine Music and Sneakerella

2022 · 7.1/10
Worth the HypeVia Make Mine Music and Sneakerella

1941 · 6.3/10
Popcorn FlickVia Animal Crackers and Sneakerella

1958 · 6.4/10
Popcorn FlickVia Ghosts

1983 · 8.2/10
Absolute CinemaVia Ghosts

1993 · 5.8/10
SnoozefestVia Ghosts

2026 · 8.3/10
Absolute CinemaVia Jailhouse Rock

2013 · 6.8/10
Popcorn FlickVia Jailhouse Rock

2004 · 6.4/10
Popcorn FlickVia Jailhouse Rock

2014 · 6.5/10
Popcorn FlickVia Jailhouse Rock

2018 · 6.9/10
Popcorn FlickVia Jailhouse Rock

1978 · 7.7/10
Worth the HypeVia Apple Music Live: Lady Gaga MAYHEM Requiem

2021 · 9.2/10
Absolute CinemaVia Apple Music Live: Lady Gaga MAYHEM Requiem

2015 · 6.8/10
Popcorn FlickVia Apple Music Live: Lady Gaga MAYHEM Requiem
More: Beauty: 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 Beauty (2018) are Ghosts (1997), Jailhouse Rock (1957) and Apple Music Live: Lady Gaga MAYHEM Requiem (2026). 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 Beauty.