
Towed in a Hole
1932 · 7.0/10
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.

1932 · 7.0/10
Worth the HypeRecommended by TMDB viewers

1931 · 7.1/10
Worth the HypeRecommended by TMDB viewers

1974 · 6.9/10
Popcorn FlickRecommended by TMDB viewers

1933 · 6.5/10
Popcorn FlickRecommended by TMDB viewers

1955 · 6.3/10
Popcorn FlickRecommended by TMDB viewers

1929 · 7.0/10
Worth the HypeRecommended by TMDB viewers

1935 · 7.4/10
Worth the HypeRecommended by TMDB viewers

1929 · 7.0/10
Worth the HypeRecommended by TMDB viewers

2018 · 7.1/10
Worth the HypeRecommended by TMDB viewers

1915 · 6.1/10
Popcorn FlickRecommended by TMDB viewers

1935 · 6.8/10
Popcorn FlickVia Towed in a Hole and Our Wife

1931 · 6.8/10
Popcorn FlickVia Towed in a Hole and Our Wife

1934 · 7.1/10
Worth the HypeVia Towed in a Hole and Our Wife

2003 · 6.6/10
Popcorn FlickVia Where the Red Fern Grows

2006 · 6.9/10
Popcorn FlickVia Where the Red Fern Grows

2012 · 6.7/10
Popcorn FlickVia Where the Red Fern Grows

2021 · 7.2/10
Worth the HypeVia Where the Red Fern Grows

1996 · 6.0/10
Popcorn FlickVia Where the Red Fern Grows

2019 · 7.8/10
Worth the HypeVia Where the Red Fern Grows

1949 · 6.5/10
Popcorn FlickVia Killer's Kiss

1954 · 7.1/10
Worth the HypeVia Killer's Kiss

1947 · 7.3/10
Worth the HypeVia Killer's Kiss

1973 · 6.3/10
Popcorn FlickVia Killer's Kiss

1948 · 6.7/10
Popcorn FlickVia Killer's Kiss

1966 · 5.9/10
SnoozefestVia Killer's Kiss

1931 · 6.9/10
Popcorn FlickVia Thicker Than Water
More: Bagatelle in Neon: 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 Bagatelle in Neon (2002) are Towed in a Hole (1932), Our Wife (1931) and Where the Red Fern Grows (1974). 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 Bagatelle in Neon.