
Front of the Class
2008 · 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.

2008 · 8.1/10
Absolute CinemaRecommended by TMDB viewers

2024 · 7.7/10
Worth the HypeRecommended by TMDB viewers

1986 · 6.9/10
Popcorn FlickRecommended by TMDB viewers

2009 · 6.8/10
Popcorn FlickRecommended by TMDB viewers

2008 · 7.6/10
Worth the HypeRecommended by TMDB viewers

1962 · 7.9/10
Absolute CinemaRecommended by TMDB viewers

2025 · 6.7/10
Popcorn FlickRecommended by TMDB viewers

1989 · 7.5/10
Worth the HypeRecommended by TMDB viewers

2006 · 7.4/10
Worth the HypeRecommended by TMDB viewers

2006 · 7.6/10
Worth the HypeRecommended by TMDB viewers

2008 · 7.2/10
Worth the HypeVia Front of the Class and The Miracle Worker

2019 · 7.0/10
Worth the HypeVia Out of My Mind and My Left Foot: The Story of Christy Brown

2000 · 7.3/10
Worth the HypeVia Children of a Lesser God and The Miracle Worker

1995 · 7.0/10
Worth the HypeVia Children of a Lesser God and The Miracle Worker

1969 · 7.0/10
Worth the HypeVia Children of a Lesser God and The Miracle Worker

2025 · 8.3/10
Absolute CinemaVia Front of the Class

2003 · 7.4/10
Worth the HypeVia Front of the Class

2025 · 7.9/10
Absolute CinemaVia Out of My Mind

2004 · 7.1/10
Worth the HypeVia Out of My Mind

1985 · 7.3/10
Worth the HypeVia Out of My Mind

2019 · 7.1/10
Worth the HypeVia Out of My Mind

2009 · 6.3/10
Popcorn FlickVia Children of a Lesser God

2004 · 7.6/10
Worth the HypeVia Children of a Lesser God

2021 · 6.5/10
Popcorn FlickVia Adam

1993 · 6.2/10
Popcorn FlickVia Adam

1962 · 7.3/10
Worth the HypeVia Adam
More: Newbie: 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 Newbie (2023) are Front of the Class (2008), Out of My Mind (2024) and Children of a Lesser God (1986). 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 Newbie.