1- and 2-star reviews fed into NVIDIA NIM gpt-oss-120b, grouped into themes with verbatim examples. Each cluster is a wedge a competitor could exploit.
First load takes ~60–120s. Cached after.
9 reviews·4 themes
Inaccurate data and functionality
App provides inaccurate information and lacks desired functionality
3
reviews
“don’t bother go online — downloaded this after using online for years. * literally no option to get the reciept of your songs * shows your recently played songs which is the only accurate thing on this app * all of your top songs and artists are just so inaccurate”
“Inaccurate — Only uses songs on your liked list and doesn't include songs you listen to from other playlists. Bad app don't waste your time.”
“Not worth it — Really not worth it as it makes you pay a subscription… for what? For posting a cute photo on your story? I find it not accurate either because it has artists on there that I’ve listened to probably once and somehow it’s above songs I love”
Subscription model and cost
Users are unhappy with the app's subscription model and cost
3
reviews
“Too expensive — I installed it but £8 for 1 week is insane so promptly uninstalled”
“Not worth it — Really not worth it as it makes you pay a subscription… for what? For posting a cute photo on your story?”
“Became a subscription — Really don’t understand why app developers think people want to pay a subscription model for every single little thing. I’d rather just not use it, it’s supposed to be a bit of fun, it’s not exactly offering a service.”
Login and account issues
Users are experiencing issues with logging in and accessing their accounts
2
reviews
“If i could give zero stars i would — I can’t even log in”
“Recent update is terrible — Not sure what you’ve done or if this is to encourage people to pay but it constantly logs me out now and massive increase in adverts so just won’t use. Shame enjoyed the summary!”
Annoying and intrusive UI
Users find the app's UI to be annoying and intrusive
1
reviews
“Annoying — Makes you do like 5 different things every time you open the app, like buy subscription, rate us, here’s what the app is for. So annoying”