Is there a good app for get smart auto-generated playlists?
Heavily used and done badly — the most disruptable kind of gap.
82
Opportunity /100
88
Demand /100
76
Competition /100
75
Execution gap /100
8
Apps serving it
27
Mined complaints
What users complain about
The most common complaints behind apps that try to get smart auto-generated playlists, mined and clustered from real reviews:
| Complaint area | Type | Mentions | What a user said |
|---|---|---|---|
| AI-generated playlists | other | 1 | the playlists themselves are now AI generated |
| AI-generated music in playlists | other | 1 | the AI music infiltrating ambient and lofi playlists is awful |
| no easy/pre-made playlist creation | missing-feature | 1 | add an easier way to create playlists. Right now you can make them, but they always have to be built from scratch |
| cannot figure out how to create a playlist | ux | 1 | Can’t figure out how to make one |
| poor tailored playlist generation | other | 1 | Sucks at generating tailored playlists. Should be based more lm longevity than one time searches |
| AI playlist adds irrelevant songs | missing-feature | 1 | once I told it the artist I wanted and 2 specific other songs and it added a bunch of junk too |
| more playlist customization controls | missing-feature | 1 | Need more customization controls |
| no custom playlists of favorites | missing-feature | 1 | the ability to make a playlist of some of my favorite stories or other audios |
| wants more curated playlists | missing-feature | 1 | I found myself desiring more curated playlist that I can explore |
| unwanted songs auto-injected into playlists | bug | 1 | songs I haven’t added to my playlist or even know of, pop up & play in my playlists |
| auto-adds unwanted songs to playlists | missing-feature | 1 | EVERY song they add is some 20 something singing |
| no playlists in music player | missing-feature | 1 | please add play liste to music player |
Apps that already serve this
| App | Rating | Ratings | Price |
|---|---|---|---|
| Apple Music | 4.9★ | 2,807,718 | Free |
| YouTube Music | 4.8★ | 1,513,717 | Free |
| Spotify for Creators | 4.8★ | 117,625 | Free |
| Shazam: Find Music & Concerts | 4.9★ | 8,696,835 | Free |
| SoFi: Bank, Invest & Crypto | 4.7★ | 385,558 | Free |
| Gauth: AI Study Companion | 4.8★ | 1,435,126 | Free |
| Microsoft 365 Copilot | 4.7★ | 1,274,696 | Free |
| Good Pizza, Great Pizza | 4.7★ | 313,353 | Free |
Should you build it?
Heavily used and done badly — the most disruptable kind of gap. Opportunity here scores 82 out of 100 — a function of demand, how crowded the field is, and how badly the existing apps perform. Use the live map to compare it against adjacent tasks.
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