Is there a good app for get personalized music recommendations?
Apps exist but miss features users keep asking for. Enter with the missing feature.
64
Opportunity /100
76
Demand /100
94
Competition /100
38
Execution gap /100
16
Apps serving it
14
Mined complaints
What users complain about
The most common complaints behind apps that try to get personalized music recommendations, mined and clustered from real reviews:
| Complaint area | Type | Mentions | What a user said |
|---|---|---|---|
| AI-generated music in recommendations | other | 1 | trying to find new music just for it to be ai generated garbage |
| AI music selection picks off-genre songs | other | 1 | Doesn't stick to the genre I'm listening too ... goes to Mexican music to literal rock |
| recommendation algorithm repeats same songs | other | 1 | Literally just plays the same songs and if you like anything heavier than rock youre playlists suck |
| suggests music already in library | other | 1 | Why is Apple Music suggesting music in my library |
| repetitive song recommendations | missing-feature | 1 | It only suggests the same songs over and over |
| request for specific music tracks | missing-feature | 1 | CAN YOU PLS PUT ON THE KPOP DEMON HUNTERS SONGS ON HERE |
| lost music diversity in recommendations | missing-feature | 1 | I used to enjoy the diversity in music the app used to show, it never felt like I was listening to the same things |
| poor new music discovery / recommendations | other | 1 | New music that is a genre i like is almost near impossible to find |
| add Spotify/Apple Music songs to runs | missing-feature | 1 | adding music / spotify apple music songs to runs |
| poor playlist search / recommendation algorithm | missing-feature | 1 | fix your playlists/algorithm!... useless to me if I can't find my music! |
| recommendations only repeat already-heard songs | ux | 1 | the entire recommended songs list is music you’ve already listened to |
| no daily song suggestions like competitor | missing-feature | 1 | I do wish that it made daily suggestions like Spotify |
Apps that already serve this
| App | Rating | Ratings | Price |
|---|---|---|---|
| Spotify: Music and Podcasts | 4.8★ | 40,260,341 | Free |
| YouTube Music | 4.8★ | 1,513,717 | Free |
| SoundCloud: The Music You Love | 4.8★ | 1,868,955 | Free |
| Trending Music Player | 4.6★ | 307,478 | Free |
| Apple Music | 4.9★ | 2,807,718 | Free |
| iHeart: Radio, Music, Podcasts | 4.8★ | 634,978 | Free |
| Pandora: Music & Podcasts | 4.8★ | 11,207,196 | Free |
| Soundmap: Find Your Songs | 4.8★ | 339,447 | Free |
Should you build it?
Apps exist but miss features users keep asking for. Enter with the missing feature. Opportunity here scores 64 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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