Vivold Consulting

OpenAI disables ad-like app suggestions to rebuild trust in ChatGPT's interface

Key Insights

OpenAI removed new app suggestions in ChatGPT that appeared too similar to ads, pausing the feature after concerns about user trust and unclear promotional signaling. The move underscores growing pressure to separate system UX nudges from commercial influence inside AI assistants. OpenAI says it will revisit the design with stricter clarity and labeling.

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OpenAI backs off ad-like suggestions to protect user confidence


OpenAI quietly disabled a new feature that inserted contextual app suggestions into ChatGPT queries. While intended as a discovery mechanism, the suggestions blurred the line between neutral model output and platform-level promotion, triggering user frustration and early regulatory attention.

Why OpenAI hit the brakes


The company is trying to avoid creating an AI assistant ecosystem where product placement feels hidden inside the model's voice.
- Users increasingly assume that everything on screen is model-generated, so any system-level intervention risks misinterpretation.
- Regulators are watching for stealth advertising and data-driven targeting inside AI assistants.
- Enterprise buyers want full control over what promotional surfaces appear in employee interfaces.

The next iteration will require transparency by design


Expect OpenAI to return with a clearer framework:
- Explicit labeling when suggestions are curated or promotional rather than generated.
- Admin-level toggles for regulated industries and privacy-sensitive environments.
- More predictable pathways for developers who hope to appear in ChatGPT's discovery surfaces.

What's at stake for the platform


If ChatGPT becomes a core distribution channel for third-party apps, OpenAI must balance commerce with trust. The rollback signals that the company is willing to sacrifice early monetization experiments to maintain credibility before expanding its ecosystem.