OpenAI Rolls Out ChatGPT Ads Platform – User Targeting, Pricing, and Strategy

OpenAI announced that after testing ads in ChatGPT during February, it is now launching a full‑scale advertising platform for enterprise customers following the release of GPT‑5.5 Instant.

The author frames this move as the natural next step for a product that has grown into a platform‑ecosystem, where large‑scale advertising becomes the default monetisation model.

Compared with domestic competitor DeepSeek, which remains focused on core model development and shows little commercial appetite, OpenAI’s approach mirrors WeChat’s early restraint: optimise user experience first, then gradually introduce ads once the user base is large enough.

How ChatGPT Ads discovers user interest – Traditional internet ads rely on click‑through, cost‑per‑action, and behavioural data. In a chatbot, interaction is limited to a dialogue window, so OpenAI proposes using “memory” as the signal. Memory is divided into long‑term (permanent), short‑term, and instant memory of the current conversation, corresponding to “long‑term interest”, “short‑term interest”, and “current interest”. The author argues that memory can be more accurate and durable than behavioural signals, though it is not universally superior, especially in broader recommendation scenarios.

Advertising strategy – OpenAI rejects native ads that embed promotional content in answers, calling that a “GEO” practice. Instead, it uses independent ad slots to preserve user experience, noting that mixing ads with answers would damage product quality and user trust.

Advertiser side – The initial rollout is limited to US‑based businesses. Advertisers can register on the OpenAI Ads portal, set budgets, choose bid strategies, upload creatives, create campaigns and ad groups, and launch with a single click. The minimum spend is $50,000. Available pricing models include CPM (default max $60) and CPC (recommended $3‑$5 per click), which is roughly three times higher than Meta’s typical CPM rates.

User side – Paid subscribers and users under 18 see no ads. Free users can toggle ads on or off; disabling ads reduces the message quota and disables features such as image generation and Deep Research.

Why the pricing is high – The author cites two reasons: the QA use‑case has a strong purpose that justifies a premium compared with generic feed‑type ads, and ChatGPT’s massive user base (around 900 million) gives OpenAI leverage to command higher rates.

Overall, the article concludes that when a platform amasses a large free‑user base, introducing ads becomes almost inevitable, and OpenAI’s careful segmentation and pricing aim to balance revenue with user experience and privacy.