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ReelsGraph – movie/TV watchlist and ML-based discovery queue, no signup

ReelsGraph – movie/TV watchlist and ML-based discovery queue, no signup

by Whiskee·Jun 30, 2026·1 point·2 comments

AI Analysis

MidCrowd PleaserCozy

No-signup movie tracker with ML recs, but Letterboxd dominates with network effects.

Strengths
  • Import from seven existing platforms (Letterboxd, IMDb, Trakt, TMDB, MyAnimeList, Simkl, TV Time).
  • Regional streaming availability and party mode address real discovery friction.
  • 196,800+ movies with live TMDB data means catalog is comprehensive.
Weaknesses
  • Letterboxd has strong network effects — reviews and social features drive retention.
  • ML recommendations are table stakes; no evidence of novel ranking algorithm.
Category
Target Audience

Movie enthusiasts, casual viewers tracking watchlists

Similar To

Letterboxd · Trakt · Simkl

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