Some GPT Store developers express disappointment by the lack of users and OpenAI not offering user analytics; OpenAI does not yet let developers charge money
Context & Ripple Effects
The GPT Store’s early developer proposition was incomplete: creators reported limited audience reach, no user analytics and no way to charge. Later coverage shows OpenAI expanded access by making the store and custom-GPT creation free to all users, but that did not by itself establish a mature developer business.
The issue persisted beyond launch. A later invite-only revenue-sharing pilot for a small group of US creators and reports of sluggish adoption for ChatGPT apps indicate that distribution, measurement and monetization remained linked constraints rather than separate product gaps.
First-order effects
- GPT Store developers cannot reliably assess or improve their products without user analytics, while the absence of paid distribution removes a direct route to revenue.
- OpenAI has less incentive for creators to invest in maintenance and differentiation until it supplies clearer discovery, measurement or earnings mechanisms.
Second-order effects
- Developers may prioritize other AI distribution channels or consumer apps where audience data and payments are available, reducing the range and quality of GPT Store offerings.
- OpenAI faces pressure to turn free access into usable developer economics; the later limited revenue-sharing pilot suggests monetization became a selective rather than broadly available lever.
Third-order effects
- AI app stores may be judged less by the number of integrations than by whether creators can measure demand and capture value; weak economics can constrain ecosystem depth even as catalogues grow.
- If this pattern holds, platform owners will increasingly control the terms of AI distribution through access, discovery data and payments, concentrating leverage at the model platform layer.
The trend: Generative-AI platforms are moving from model access toward contested app-store economics, where distribution, analytics and monetization determine developer participation.