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.
113 reviews·6 themes
Forcing iOS 18 update
Users are unable to use the app because it requires an update to iOS 18
23
reviews
“Forcing iOS 18 is stupid — Not going to update my whole phone for this app.”
“iOS 17 — Can’t use the app because I’m forced to download a newer version of iOS.”
“Requires iOS18 — No support for any other version.”
Check-in and boarding pass issues
Users are experiencing problems with checking in and accessing their boarding passes
17
reviews
“App Doesn’t Work for Check In — The app says I’m offline when every other app I have is clearly connected to the internet.”
“Boarding passes don’t load — App is trash”
“Mobile Boarding pass doesn’t work! — The mobile boarding pass doesn’t work at all.”
Login and account issues
Users are having trouble logging in and accessing their accounts
12
reviews
“Can’t login — App is broken and a blank screen comes up to login.”
“Always failed to log in even with correct password — So stupid app”
“Login won’t load — Useless app of the login page doesn’t load.”
App performance and usability issues
Users are experiencing problems with the app's performance and usability
15
reviews
“Dumb UI update — Who thought a UI update that buries seat selection behind two more clicks was a good idea?”
“App is not user friendly — The app does not allow you to enroll.”
“Performance is awful — Every screen lags far more than it has any excuse to.”
Flight and travel issues
Users are experiencing problems with their flights and travel plans
10
reviews
“Bate and switch flights — I booked our flights and thought we would have a 3 hour layover in Miami.”
“Late and then later flights — This will be the last time I fly American or book using Expedia.”
“Most unreliable airline in US — I hate flying with AA.”
Update and compatibility issues
Users are experiencing problems with updating the app and compatibility issues
8
reviews
“Update — You update app but people who can’t update cannot use the app?”