ClosetCase: Smart Backlog Picker for 'I Have 400 Games and Nothing to Play'
An AI companion that reads your Steam, PlayStation, Xbox, and Game Pass libraries and gives you a daily 'play this tonight' pick based on your mood, available time, and what you actually tend to finish — including old CoD campaigns, single-player gems, and 4-hour indie games.
Adult gamers with massive backlogs who keep buying sales but never finish anything
- Daily 'one-game' pick tuned to your time window (30 min / 1 hour / weekend) and mood tag ('focus', 'cozy', 'chaos')
- 'Actually finishable' score that filters out your 80-hour JRPGs when you only have 90 minutes
- Cross-library search: 'show me every short campaign I own but never started, including PS Plus arrivals'
- Streak tracker that rewards completing one old backlog game per week with badges and stats
The Black Ops PS re-release lands straight into backlogs that most players will never finish; the same week gamers are asking 'is it worth $70?', making backlog curation a hot topic.
Multiple existing apps (WhatShouldIPlay, MyBacklog, GameFinder.Space, PixelPile, BacklogCoach) plus Xbox building native aggregated library confirm 'what should I play tonight' is a real, recurring pain point.MyBacklog - Video Game Recommendation Engine and Collection Tracker ↗Xbox Insiders - Aggregated Gaming Library is Coming to the Xbox PC app ↗
Crowded space already: WhatShouldIPlay, MyBacklog, GameFinder.Space AI, PixelPile AI Curator, GG.deals backlog — and Microsoft's own Xbox PC app is now an aggregated cross-storefront hub, threatening third-party moat.Best Steam Backlog Manager Tools in 2026 (Free & Paid) ↗Xbox App Now Launches Games From Steam And Other Game Stores ↗
Competitors (GameFinder, GG.deals backlog, MyBacklog core, WhatShouldIPlay) appear free; no evidence of paid subscription norms in this niche, and gamers historically resist paying for curation when randomizers/reddit threads are free.GameFinder.Space — AI Game Recommendations, Deals & Game Tracker ↗GG.deals - Find Video Games On Sale - Cheap Games ↗
Backlog bloat is structural (sales, Game Pass, Humble), so the problem persists, but platform owners (Microsoft's aggregated library) are absorbing it and AI curation is rapidly commoditizing.Seamlessly Access Your Gaming Library, Apps, and Play History in One ... ↗What Should I Play? - Steam Backlog Roulette ↗
Steam Web API is restricted (Valve docs note only TF2 item data currently offered publicly, and Steam Web API Terms of Use strictly govern library data use); PlayStation, Xbox, and Game Pass have no public library APIs, forcing fragile OAuth/credential-based integrations that risk ToS violations.Steam Web API Documentation - Steam Community ↗Steam Web API Terms of Use - Steam Community ↗