Local and professional services can run ChatGPT ads with city targeting and lead tracking. Here is what is allowed, what the results look like and the setup to start with.
Local services are on OpenAI's allowed list, and you can target states, regions and cities. Legal, health and financial services are allowed only in the US, case by case. OpenAI's proof is Angi, which cut its cost per lead by 34%. Public tests by agencies and local businesses are mixed: some got leads near their Google cost, many got clicks and no qualified leads. Phone calls need their own tracking.
ChatGPT also shows no ads in conversations about mental or personal health, so therapy-style services have little room.
OpenAI's 2 service stories:
Outside OpenAI, results split. A legal marketing agency reported 12 leads for about $2,000 for one law firm, about $166 a lead, with far lower volume than Google. One advertiser on Reddit who spent about $34,000 across many niches reported good results in home services, personal injury and DWI law, and poor results in criminal defense, employment law and dental. An Australian home services marketplace called it not viable after 2 months. Agencies that tested ads for their own services mostly got clicks and no clients: Workshop Digital spent $2,319 for 739 clicks and no qualified leads, and Windmill Strategy spent $1,470 for 259 clicks and no conversions.
Plenty of service businesses are testing. Business and professional services had 8.5% of US ChatGPT ad views from March to August 2026, from 2,231 advertisers led by LegalZoom. Ad trackers have also seen garage door repair, house cleaning, roofing, locksmiths and pest control companies running ads.
BrightLocal's February 2026 survey of 1,002 US adults found that 45% had used ChatGPT or another AI tool to find a local business, up from 6% a year earlier. In OpenAI's study of ChatGPT messages, 8.5% asked for how-to advice. Angi saw homeowners come to ChatGPT both when ready to hire and when planning to do the job themselves.
At the $25 daily minimum, a week costs up to $175. Judge the test on cost per qualified lead, and compare it with your Google and Meta leads from the same weeks.
Based on each platform's own help pages and on the studies named below, as we read them on October 20, 2026. Prices and rules change often, so check the current numbers before you spend.
Sources: OpenAI ad policies v1.6, September 10, 2026, and OpenAI Help Center, Troubleshooting Common Onboarding and Policy Issues (country table). OpenAI Developers, campaign targeting and supported events. OpenAI Help Center, ChatGPT Ads collection (context hints, crawlers, HubSpot, creative enhancements). OpenAI customer stories (Angi, LegalNature). Adweek Wire, ChatGPT ads and law firms, September 4, 2026. Workshop Digital, August 26, 2026. Windmill Strategy, September 2, 2026. Public posts by advertisers on Reddit, June to September 2026. Graphite and Similarweb via PPC Land, October 4, 2026. chatgptadlibrary.com, September 2026. BrightLocal Local Consumer Review Survey 2026. OpenAI and NBER, How People Use ChatGPT, September 2025. Digiday, October 1, 2026.
Tell us what you sell on a short call. We show you how ChatGPT ads would work for it and what a first test would need.
Talk to us