
Beautiful Boy
2018 · 7.6/10
Worth the HypeRecommended 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.

2018 · 7.6/10
Worth the HypeRecommended by TMDB viewers

2019 · 7.0/10
Worth the HypeRecommended by TMDB viewers

1967 · 6.1/10
Popcorn FlickRecommended by TMDB viewers

1991 · 7.0/10
Worth the HypeRecommended by TMDB viewers

1987 · 6.4/10
Popcorn FlickRecommended by TMDB viewers

1948 · 7.2/10
Worth the HypeRecommended by TMDB viewers

2020 · 6.3/10
Popcorn FlickRecommended by TMDB viewers

1945 · 7.6/10
Worth the HypeRecommended by TMDB viewers

2003 · 7.1/10
Worth the HypeRecommended by TMDB viewers

1982 · 6.2/10
Popcorn FlickRecommended by TMDB viewers

2019 · 6.2/10
Popcorn FlickVia Beautiful Boy and Valley of the Dolls

2015 · 6.4/10
Popcorn FlickVia Beautiful Boy and Valley of the Dolls

1995 · 7.4/10
Worth the HypeVia Beautiful Boy and Valley of the Dolls

2000 · 8.0/10
Absolute CinemaVia Beautiful Boy and Less Than Zero

2004 · 6.9/10
Popcorn FlickVia Naked Lunch and Less Than Zero

2005 · 7.1/10
Worth the HypeVia The Last Black Man in San Francisco

2016 · 6.5/10
Popcorn FlickVia The Last Black Man in San Francisco

1991 · 7.6/10
Worth the HypeVia The Last Black Man in San Francisco

2025 · 6.8/10
Popcorn FlickVia The Last Black Man in San Francisco

1993 · 7.8/10
Worth the HypeVia Valley of the Dolls

1990 · 6.7/10
Popcorn FlickVia Naked Lunch

2007 · 6.0/10
Popcorn FlickVia Naked Lunch

2020 · 6.4/10
Popcorn FlickVia Naked Lunch

2008 · 6.2/10
Popcorn FlickVia Naked Lunch

1996 · 8.0/10
Absolute CinemaVia Less Than Zero

2024 · 7.1/10
Worth the HypeVia I Remember Mama
More: The Subterraneans: 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 The Subterraneans (1960) are Beautiful Boy (2018), The Last Black Man in San Francisco (2019) and Valley of the Dolls (1967). 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 The Subterraneans.