Nicheloom visits: 58,069 all-time · 7,637 in the last 7 days

The opportunity tracker for new startups.

Today: 1,953 launches · Niche of the day: specialized calculation tools · See what launched today →

World Cinema Atlas

Films and series, mapped to where their stories happen

Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.

Want to reach these readers? Sponsor an issue.

169,861 films, series, variety shows and documentaries, each placed where its story is set — not where it was filmed. Zoom in and the city lights become posters. Two more skies for stories off Earth. Ten languages, free, no ads.

PH · launched Sep 13, 2026 · 2 upvotes (top 26%) · 3 views

Niche: movie and tv tracking apps · 77 launches, 11 in the last 7 days ▲ +57% · Explore this niche →

Category and tags

  • Media & entertainment
  • Search & retrieval
  • B2C
  • Not AI
  • Commercial product
  • Movies
  • Maps
  • Data Visualization

Visit website ↗ Source listing ↗

Could you build this?

Partial Rendering an interactive globe with geospatial markers is straightforward, but assembling a verified dataset of 170,000 fictional story settings across 10 languages is a major data problem.

What it would actually take: The front end can be built using Mapbox GL or CesiumJS. The hard part is the data engineering pipeline: pulling movie metadata from sources like IMDb, TMDB, and Wikidata, followed by fine-tuned NLP/LLM extraction to identify narrative locations (as opposed to filming locations), manually validating edge cases, and geocoding thousands of real and fictional places.

Competitors

Other products that read as similar to this one : 336 launches clear the similarity bar, closest 8 shown.

Attention rank: #94 of 337 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 316 days after the earliest competitor.

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.