ChatGPT
OpenAI OpCo, LLC · 4.83★ · 10,407,483 installs
12/100 · Opportunity score · C
consumer-chosen
Evidence
| installs | 10,407,483 |
|---|---|
| unhappiness | 3% |
| loyalty | 4.83★ |
| pays | Unproven |
2.8% of all ratings are 1–2★ (unhappiness index 4/100)
What to build
Constrain the task, add retrieval or verification, and show your sources.
Complaint themes
AI output quality
AI features exist but fail the accuracy bar users actually need.
Amazing for college
Hard to article late
Intrusive ads
Ad load is high enough that users would rather pay than tolerate it.
Communication
Communication
Crashes & stability
Basic reliability is missing; this is the cheapest wedge to out-execute on.
Less value now
Less value now
Onboarding barrier
Users churn before reaching the value moment; better onboarding lifts retention.
Less value now
Less value now