
The Perks of Being a Wallflower
2012 · 7.8/10
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.

2012 · 7.8/10
Worth the HypeRecommended by TMDB viewers

1998 · 6.5/10
Popcorn FlickRecommended by TMDB viewers

2020 · 6.5/10
Popcorn FlickRecommended by TMDB viewers

1989 · 7.3/10
Worth the HypeRecommended by TMDB viewers

2017 · 6.5/10
Popcorn FlickRecommended by TMDB viewers

2025 · 6.7/10
Popcorn FlickRecommended by TMDB viewers

2007 · 7.9/10
Absolute CinemaRecommended by TMDB viewers

1987 · 6.4/10
Popcorn FlickRecommended by TMDB viewers

2022 · 7.1/10
Worth the HypeRecommended by TMDB viewers

1985 · 7.0/10
Worth the HypeRecommended by TMDB viewers

2001 · 6.7/10
Popcorn FlickVia The Perks of Being a Wallflower and Joe Bell

2008 · 6.1/10
Popcorn FlickVia Apt Pupil and Freedom Writers

2018 · 8.1/10
Absolute CinemaVia Lean On Me and Freedom Writers

1982 · 6.4/10
Popcorn FlickVia Lean On Me and The Principal

1995 · 7.4/10
Worth the HypeVia Lean On Me and My Friend Dahmer

2018 · 7.6/10
Worth the HypeVia The Perks of Being a Wallflower

1969 · 7.5/10
Worth the HypeVia The Perks of Being a Wallflower

2016 · 7.4/10
Worth the HypeVia The Perks of Being a Wallflower

1992 · 6.5/10
Popcorn FlickVia Apt Pupil

2025 · 8.1/10
Absolute CinemaVia Apt Pupil

2014 · 6.2/10
Popcorn FlickVia Apt Pupil

2025 · 6.4/10
Popcorn FlickVia Joe Bell

2016 · 7.0/10
Worth the HypeVia Joe Bell

2016 · 7.1/10
Worth the HypeVia Joe Bell

2021 · 8.1/10
Absolute CinemaVia Joe Bell

1996 · 6.0/10
Popcorn FlickVia Lean On Me
More: The Chocolate War: 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 Chocolate War (1988) are The Perks of Being a Wallflower (2012), Apt Pupil (1998) and Joe Bell (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 The Chocolate War.