What users hate. Clustered.

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.

3 reviews·2 themes

Upload failures to search
Users unable to upload content to the app's search functionality, resulting in failed operations.
1
reviews
- “Won't upload — It will not upload to the search”
Perceived excessive pricing for limited AI queries
Users express frustration over high costs and strict limits on AI usage, viewing the restrictions as greedy and unjustified.
2
reviews
- “Greed! — I had to give this app a bad review because why in the world would you charge the public so much money for a limited amount of questions?”
- “I would understand if it needed to eat and feed a family but why would there be a limit? AI isn’t even”

First load takes ~60–120s. Cached after.