Data Sources

Where our movie and TV data comes from — and why we never trust a single source.

iRankMovies never relies on a single source. We combine several independent databases — community ratings, professional critic scores, and developer-declared metadata — and let them cross-validate each other. The result is the most complete and bias-resistant movie and TV catalogue we know how to build.

Coverage: Primary metadata — ~99% of catalogue

What we get

  • Cast, crew, genres, release dates
  • Posters & backdrop images
  • Community rating + vote count
  • Original language & production countries

Coverage: Quality signal — ~80% of catalogue

What we get

  • Weighted average rating (0–10)
  • Vote count for Bayesian weighting
  • Highest weight in the iRank Score (×3.0)

Coverage: Critic consensus — ~66% of catalogue

What we get

  • Tomatometer score from professional critics
  • Aggregated across hundreds of publications

Coverage: Curated critics — ~65% of catalogue

What we get

  • Metascore from weighted critic reviews
  • Smaller but highly curated reviewer pool

Coverage: Ratings aggregator

What we get

  • Retrieves IMDb, RT and Metacritic scores in one call
  • Used to enrich the catalogue efficiently

Coverage: Editorial classification

What we get

  • Editorial genre and metadata cross-checks
  • Used to correct automated misclassifications

Our commitment to transparency

We do not accept payment from studios or distributors to influence rankings or similarity scores. All data is collected programmatically from public APIs and editorial sources. Community votes cast on iRankMovies are weighted but cannot single-handedly override algorithmic scores. If you spot an error in a title's classification, use the Contact page to report it.