{
 "name": "CineLobby",
 "tagline": "CineLobby is a movie recommendation app built on real collaborative filtering — not a…",
 "description": "CineLobby is a movie recommendation app built on real collaborative\nfiltering — not a popularity list with your name on it.\n\nHOW IT WORKS\nRate a handful of well-known movies — not for me, haven't seen,\nliked it, or loved it — and CineLobby blends three signals to build\nyour list:\n\n• Collaborative filtering: your ratings are matched against patterns\n  learned from a large real-world ratings dataset, the same technique\n  behind the recommendation engines you already use.\n• Content matching: genre similarity to what you rated highly.\n• A quality signal: a statistically adjusted rating that keeps a movie\n  with 3 ratings from outranking one with 300, so thin, noisy data\n  doesn't skew your picks.\n\nNot enough signal yet? CineLobby asks for a few more ratings rather than\nguessing — quality over speed.\n\nFIND SOMETHING YOU HAVEN'T SEEN\nFilter recommendations by genre, decade (from classic-era film through\nthe 2020s), and minimum audience rating. Already seen one of your\npicks? Tap it to swap in something new without losing the rest of your\nlist. Tap any movie for \"More like this.\"\n\nBUILT FOR PRIVACY\nNo account, no sign-up, no tracking. Your ratings live on your device.\nThere's nothing to delete because there was never anything to collect.\n\nCineLobby uses the MovieLens dataset for ratings data and TMDB for\nposter artwork.",
 "url": "https://debuts.app/apps/cinelobby",
 "category": "Games",
 "platforms": [
  "iPhone and iPad"
 ],
 "pricing": "free",
 "use_cases": [],
 "audience": [],
 "links": {
  "app_store": "https://apps.apple.com/us/app/cinelobby/id6814667218",
  "google_play": null,
  "website": "https://cinelobby-privacy.netlify.app"
 },
 "icon": "https://is1-ssl.mzstatic.com/image/thumb/Purple211/v4/25/07/3d/25073d75-0b9d-987d-d0bd-af0bea94967b/AppIcon-0-0-1x_U007epad-0-1-85-220.png/512x512bb.jpg",
 "screenshots": [
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  "https://is1-ssl.mzstatic.com/image/thumb/PurpleSource221/v4/5c/0b/c4/5c0bc42c-1c93-2f22-1ea9-35731a997631/02-now-showing.png/320x480bb.jpg",
  "https://is1-ssl.mzstatic.com/image/thumb/PurpleSource221/v4/98/01/02/98010218-4a71-c0d1-bedf-976bbc01a532/03-filter-sheet.png/320x480bb.jpg",
  "https://is1-ssl.mzstatic.com/image/thumb/PurpleSource221/v4/92/9f/ce/929fce62-c3e7-e174-d33e-c9a635fe1a89/05-more-like-this.png/320x480bb.jpg",
  "https://is1-ssl.mzstatic.com/image/thumb/PurpleSource211/v4/6a/b4/97/6ab49794-2643-05b0-2b8e-c421f998f4cf/04-movie-detail.png/320x480bb.jpg"
 ],
 "claimed": false,
 "verified": false,
 "maker": "Kirby Robinson",
 "upvotes": null,
 "followers": null,
 "rating": null,
 "ratings": 0,
 "awards": [],
 "launches": [],
 "ai_ready": 78,
 "badges": {
  "launched": "https://debuts.app/badge/cinelobby?type=launched",
  "award": "https://debuts.app/badge/cinelobby?type=award",
  "rating": "https://debuts.app/badge/cinelobby?type=rating"
 }
}