
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

2015 · 6.4/10
Popcorn FlickRecommended by TMDB viewers

1995 · 7.4/10
Worth the HypeRecommended by TMDB viewers

1987 · 6.4/10
Popcorn FlickRecommended by TMDB viewers

2019 · 6.2/10
Popcorn FlickRecommended by TMDB viewers

1993 · 7.8/10
Worth the HypeRecommended by TMDB viewers

1996 · 8.0/10
Absolute CinemaRecommended by TMDB viewers

2004 · 6.9/10
Popcorn FlickRecommended by TMDB viewers

2002 · 7.3/10
Worth the HypeRecommended by TMDB viewers

2007 · 6.0/10
Popcorn FlickRecommended by TMDB viewers

2000 · 8.0/10
Absolute CinemaVia Beautiful Boy and Heaven Knows What

2014 · 6.4/10
Popcorn FlickVia Carlito's Way and Layer Cake

1992 · 6.7/10
Popcorn FlickVia Heaven Knows What

1994 · 7.1/10
Worth the HypeVia The Basketball Diaries

2008 · 6.2/10
Popcorn FlickVia The Basketball Diaries

1995 · 6.9/10
Popcorn FlickVia The Basketball Diaries

1998 · 5.9/10
SnoozefestVia A Million Little Pieces

2019 · 6.5/10
Popcorn FlickVia Carlito's Way

1990 · 8.5/10
Absolute CinemaVia Carlito's Way

1997 · 7.5/10
Worth the HypeVia Carlito's Way

1996 · 6.6/10
Popcorn FlickVia Carlito's Way

1971 · 8.2/10
Absolute CinemaVia Trainspotting

1991 · 7.1/10
Worth the HypeVia Trainspotting

2007 · 6.4/10
Popcorn FlickVia Trainspotting

2007 · 7.4/10
Worth the HypeVia Trainspotting

1989 · 7.1/10
Worth the HypeVia Trainspotting
More: Valley of the Dolls: 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 Valley of the Dolls (1967) are Beautiful Boy (2018), Heaven Knows What (2015) and The Basketball Diaries (1995). 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 Valley of the Dolls.