
Geography Club
2013 · 6.2/10
Popcorn FlickRecommended 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.

2013 · 6.2/10
Popcorn FlickRecommended by TMDB viewers

2019 · 7.1/10
Worth the HypeRecommended by TMDB viewers

2008 · 6.5/10
Popcorn FlickRecommended by TMDB viewers

1982 · 6.8/10
Popcorn FlickRecommended by TMDB viewers

2012 · 7.0/10
Worth the HypeRecommended by TMDB viewers

2010 · 6.9/10
Popcorn FlickRecommended by TMDB viewers

2018 · 7.2/10
Worth the HypeRecommended by TMDB viewers

2025 · 6.3/10
Popcorn FlickRecommended by TMDB viewers

2018 · 8.0/10
Absolute CinemaRecommended by TMDB viewers

2010 · 5.9/10
SnoozefestRecommended by TMDB viewers

2024 · 7.2/10
Worth the HypeVia After and Angus, Thongs and Perfect Snogging

2012 · 6.1/10
Popcorn FlickVia Angus, Thongs and Perfect Snogging and Fast Times at Ridgemont High

2015 · 6.8/10
Popcorn FlickVia Geography Club and The Kissing Booth

2014 · 7.5/10
Worth the HypeVia After and The First Time

2017 · 7.2/10
Worth the HypeVia Fast Times at Ridgemont High and The First Time

1998 · 5.8/10
SnoozefestVia Geography Club

2020 · 7.1/10
Worth the HypeVia Geography Club

2014 · 6.9/10
Popcorn FlickVia After

2022 · 6.1/10
Popcorn FlickVia After

2017 · 7.0/10
Worth the HypeVia After

2016 · 7.2/10
Worth the HypeVia After

2009 · 6.9/10
Popcorn FlickVia Angus, Thongs and Perfect Snogging

2014 · 6.1/10
Popcorn FlickVia Angus, Thongs and Perfect Snogging

2023 · 7.1/10
Worth the HypeVia Angus, Thongs and Perfect Snogging

1999 · 7.6/10
Worth the HypeVia Fast Times at Ridgemont High

1999 · 6.6/10
Popcorn FlickVia The First Time
More: The Spectacular Now: 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 Spectacular Now (2013) are Geography Club (2013), After (2019) and Angus, Thongs and Perfect Snogging (2008). 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 Spectacular Now.