Amidst OpenAI’s master plan to take over the universe, today’s prize goes to whoever had healthcare on their bingo card. OpenAI announced that it will create a forked ChatGPT environment that’s purpose-built for healthcare queries and chatbot-centric conversations. This is the beginning of something bigger.
But before going into broader implications, what is ChatGPT’s health silo? It will offer a specific place for users to ask healthcare questions, which means a more focused UX and discreet AI training. According to OpenAI, this was demand-driven, as ChatGPT fields 230 million health-related queries per week.
The part about discreet AI training is important for an area as high-stakes and privacy-sensitive as healthcare. Starting with the former, the cost of getting answers wrong is elevated in healthcare. A more focused and purpose-built AI engine lets it segment language models for better specificity and accuracy.
As for the privacy angle, one of OpenAI’s stated intentions behind the new healthcare-focused GPT is to keep your health info separated from your other queries. ChatGPT prides itself on having a memory and building a profile of users. (e.g., you own a dog), which can then inform its future suggestions.
That’s a feature… but with health info, it could quickly become a bug. For example, when car shopping, ChatGPT may suggest a model with good suspension and a smooth ride, based on the fact that you had hemoroids last year (apologies for the visuals). That breaks the “don’t be creepy” credo of online media.
Will AI Elevate or Eviscerate Search: The New Rules of Engagement
Market-Shifting Impact
But beyond the user experience and rationale behind the new health GPT, our minds go somewhere else: implications for a revenue model, especially for local search & commerce. It’s no secret that OpenAI will likely monetize itself through some form of sponsorship or affiliate revenue (more on that in a bit).
If that’s indeed on the roadmap, it’s fairly obvious to see how this new healthcare direction could unlock a big vertical and thus an expanded addressable market of advertisers. It’s also an immensely high-value advertising vertical, despite some looming MAHA-driven regulations around pharmaceutical advertising.
Back to the part about implications for local search, healthcare is a sizable revenue source when considering the wide world of health-oriented professional services. Doctors, dentists, chiropractors, and several other headings are competitive keyword marketplaces in paid local search and SEO.
ChatGPT’s operational scale could ignite sizable market-shifting impact in terms of introducing more supply (user impressions) to the market. In paid search, that could put downward pressure on Google CPCs, given that they run on supply/demand dynamics and scarcity in high-value markets.
As for how that materializes in terms of ChatGPT’s revenue model, it’s still purely speculation. There are some clues, such as Sam Altman’s feelings on the bias-inducing tendencies of paid search. So we’ll likely see something that’s more along the lines of cost-per-action or affiliate revenue. We’ll be watching.


