OpenAI Turns ChatGPT Ads Into Conversations

OpenAI is testing Sponsored Agents inside ChatGPT ads. PMs should evaluate the full question-to-handoff journey, not just click-through rate.

The AI Enabled PM

Sep 17, 2026

OpenAI is testing Sponsored Agents that let people move from a ChatGPT ad into a clearly labelled conversation with an advertiser. A user can ask follow-up questions, then continue to the business’s website. OpenAI says the sponsored thread remains separate from its independent answers and the original chat. The test is limited to select US advertisers.

Ads Manager can also create, update and analyse campaigns through natural-language prompts, suggest copy and imagery, and optionally adapt existing text to conversational context. HubSpot and Shopify integrations connect campaign work to CRM and commerce data.

For PMs, there are now two linked products to design: the conversation and the handoff. Compare the full journey with a conventional ad-to-landing-page flow. Measure accurate question resolution, completed handoffs, downstream conversion and complaint rates. A higher click-through rate can still hide a worse experience.

The caveat: OpenAI has not published pricing, comparative performance, advertiser access to chat content or detailed retention and moderation controls. Sponsored Agents answer questions and link to the advertiser’s site; the announcement does not describe autonomous purchasing.

Sources

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