ChatGPT might be going freemium as new leaked code suggests OpenAI is preparing an ad pipeline for its search function.
Although OpenAI has not made an announcement, the presence of ad elements in Android’s active beta build suggests the company has moved beyond internal experimentation and is preparing for public testing.
The discovery, made by Tibor Blaho on X, points to code in the latest Android ChatGPT beta build, version 1.2025.329, that includes structured labels for ad units, search-related placements, and UI components outlining how sponsored content could appear in the app.
Those specific references in the beta, including structured labels like “search ad” and “bazaar content,” point to a focus on queries that resemble traditional search behavior — indicating that OpenAI will likely leverage ChatGPT’s use as a research and shopping assistant rather than push ads into general conversation.
Growth isn’t free
The potential introduction of ads in ChatGPT search comes at a critical moment in AI economics. Running ChatGPT at global scale remains an expensive undertaking, and the cost of inference continues to grow with model size, user adoption, and the move to multimodal interactions.
Subscriptions and enterprise contracts have covered part of this demand, but ChatGPT’s free tier still incurs ongoing operational costs. Advertising would create a revenue stream that aligns directly with usage volume, which has often been the way media platforms have supported free functionality and products.
Though OpenAI’s CEO Sam Altman has been open about the financial pressures of continually growing ChatGPT, the addition of ads on the platform is an about-face on his earlier resistance to the idea.
“I kind of hate ads as an aesthetic choice … I like that people pay for ChatGPT and know the answers they’re getting are not influenced by advertisers,” said Altman in 2024 on the Lex Fridman Podcast, describing the move as a “last resort.”
But Altman has been slowly changing his tune in 2025, noting this past October in an interview with Stratechery that OpenAI might eventually introduce an ad format if it supported free access without distorting the user experience or ChatGPT’s interface.
Defining the LLM ad game
Altman’s caution is justified. Introducing ads into a conversation interface raises questions about how sponsored content will be identified in a single block of AI-generated text. In contrast, traditional search relies on visual hierarchy to separate organic results from paid placements.
Without this structure, OpenAI will need clear disclosures that do not interfere with the flow of an answer — a necessary move to appease regulators in the US, UK, and EU, who have demanded transparency regarding commercial influence in AI systems.
This evolution of ChatGPT into an ad-driven platform also places OpenAI in direct competition with Google and Meta, which already have established infrastructure and networks of advertisers. How the company handles labeling, placement, and ranking will determine whether users view the addition of ads as functional or intrusive.
As the canary in the coal mine, OpenAI is establishing the stakes on how other LLM providers will approach monetization. With more than 100 million weekly active users, OpenAI’s addition of an ad-supported search layer will pressure its rivals to rethink their own economics and potentially accelerate the shift toward sustainable funding for high-volume LLM use.
A recent feature on ChatGPT’s third anniversary tracks how the chatbot shifted from viral curiosity to everyday AI infrastructure.