The short version: On September 16 OpenAI announced Sponsored Agents, a ChatGPT ad you can hold a conversation with, and Angi is one of the first brands running one in home services. But OpenAI’s help page for the format, checked on September 17, says Sponsored Agents are “available only to selected advertisers in a limited alpha test” and that OpenAI is “not accepting early access requests at this time.” There is no waitlist. For a contractor, the honest read is this: the headline format is not a channel you can buy, it is a channel your lead vendor bought.
And the numbers underneath it did not move. Angi Inc.’s Q2 2026 earnings release shows 215.4 million dollars of US revenue against an average of 106,000 monthly active pros. That works out to about 677 dollars a month per active pro, for roughly 15 leads a month, or about 44.50 dollars a lead. Those figures are the same today as they were on Monday. A new front door for the marketplace does not change what the marketplace charges the people standing behind it.
What OpenAI actually shipped on September 16
Three groups of things, and they are not equally available.
Sponsored Agents let a user open a separate, clearly labeled conversation with a business-sponsored agent after seeing an ad, ask follow-up questions, then follow a link to the business’s site. OpenAI is explicit that this conversation is “distinct from ChatGPT’s independent answers and separate from the original conversation,” which matters: the advertiser sees what you say to the agent, not what you said to ChatGPT before it appeared.
Natural-language campaign tools arrive as an Ads Manager plugin in ChatGPT Work: create, update and analyze campaigns by prompt, or turn a website or brief into one. Ads Manager also now suggests copy and imagery from your landing page, and a separate opt-in setting adapts your headlines to each conversation and auto-translates them.
HubSpot and Shopify are the first CRM and ecommerce partners. HubSpot users can manage ads and lead follow-up in place. US Shopify merchants get a ChatGPT Ads app with products already wired in through Shopify Catalog, reaching international markets on September 23.
The last two are live for ordinary businesses today. The first is not, and the detail that says so sits on a support page rather than in the announcement: the format is a limited alpha, you may see Sponsored Agents even when they are unavailable for your own campaigns, and there is no early access queue to join. Anyone selling you placement in ChatGPT’s Sponsored Agents this month is selling something that is not yet for sale.
What Angi leads cost contractors, from Angi’s own filing
Angi’s announcement of its pilot says the agent lets homeowners discuss a project and then “enter Angi’s service request flow to connect with skilled local pros.” What it does not say, anywhere, is how a pro receives or pays for work that arrives this way. That silence is reasonable at pilot stage. It is also the part a contractor actually needs.
So use the filing instead. From Angi’s Q2 2026 results:
- US revenue: 215.4 million dollars, down from 245.5 million a year earlier
- Average monthly active pros: 106,000, down 17 percent from 126,000
- Total US leads: 4.84 million, down 13 percent
- Average monthly pro churn: 6.0 percent
- Revenue per lead: up 1 percent year over year
Divide US revenue by active pros and you get roughly 2,030 dollars per pro per quarter, about 677 dollars a month. Divide it by leads and you get about 44.50 dollars a lead. Divide leads by pros and the average active pro receives something like 15 leads a month. None of that is a rate card, and your own trade and market will move it. It is what the company’s reported US business works out to per pro, which makes it a sanity check against whatever you are quoted.
Two more numbers are worth sitting with. At 6 percent monthly churn, the average pro’s stay is under 17 months. And Angi acquired 27,000 pros in the quarter while that churn rate on a 106,000 base implies roughly 19,000 leaving over the same three months. That is a business working hard to refill a bucket.
Why a new channel does not change your number
Here is the thesis. Leads were down 13 percent and active pros down 17 percent, while revenue per lead ticked up 1 percent. A marketplace in that position needs volume at the top of the funnel, and becoming the home services voice inside ChatGPT is a very good way to get it. Sponsored Agents solve the marketplace’s problem. They do not, by themselves, solve yours.
Because the cost that decides whether a lead channel works is not the price of a lead. It is the price of a booked job. At 677 dollars a month and 15 leads, close three and your lead cost is about 226 dollars a job. Close one and it is 677 dollars. Same spend, same channel, three times the cost, and the only variable that moved was you.
That is the genuinely good news inside a story that reads defensively at first. More volume through a new door helps you only if your close rate holds. So the highest-return work available to a home service business right now is not chasing placement in an alpha you cannot join. It is knowing your own number and raising it: answering faster, quoting the same day, following up twice instead of once. Those are things AI is cheap and genuinely good at today, and they sit inside your business rather than inside somebody’s ad platform.
This is also the second time in a few months that the aggregator has turned up as the interface. Google added Angi, Thumbtack and Zocdoc to Gemini earlier this year, which meant the assistant was querying a marketplace profile rather than reading your website. The pattern now holds across both major assistants, and it is worth planning around rather than reacting to each time it appears.
What to do with this today
Skip the Sponsored Agent and take what is actually shipping, which mostly lowers the skill floor for work you already do. One caution on the opt-in text customization: it rewrites your headlines and translates them automatically, which is useful reach and also means copy going out under your name that you did not write. Turn it on deliberately, with someone checking the output.
The broader shift is the one we wrote about when OpenAI’s self-serve ads arrived: you cannot buy the keyword, the match type or the negative list, so the skill moved from targeting to offer and creative. Sponsored Agents extend that logic into the conversation itself. Underneath all of it is the change we covered when ChatGPT’s site tools shipped: your website now has a third audience that does not read your page at all.
Frequently Asked Questions
Can a small business buy a Sponsored Agent in ChatGPT right now?
No. OpenAI’s help page for the format, checked on September 17, 2026, states that Sponsored Agents are available only to selected advertisers in a limited alpha test in the United States, and that OpenAI is not accepting early access requests at this time. There is no waitlist to join, and OpenAI says it will announce expanded availability when it is ready.
What does an Angi lead actually cost a contractor?
Angi does not publish a fixed price list, because pricing varies by trade, market and demand. Working from Angi Inc.’s Q2 2026 earnings release, 215.4 million dollars of US revenue across an average of 106,000 monthly active pros and 4.84 million leads works out to roughly 677 dollars per pro per month and about 44.50 dollars per lead. Treat that as a benchmark for judging what you are quoted, not as a rate card.
Does the Sponsored Agent change what I pay Angi?
Nothing announced on September 16 changes the commercial relationship between Angi and its pros. Angi’s release describes homeowners entering its existing service request flow after talking to the agent, and says nothing about new pricing, new lead types, or how pros are matched to this traffic. Until Angi says otherwise, assume your existing terms apply.
What in this announcement can a small business actually use today?
Three things: the ChatGPT Ads app for US Shopify merchants, with international markets following on September 23; the HubSpot integration for managing ads and lead follow-up inside your CRM; and natural-language campaign building plus AI-suggested copy and imagery in Ads Manager. The one thing you cannot buy is the Sponsored Agent itself.
One question we keep coming back to: if you had to state your own cost per booked job from your best lead source right now, could you, or would you have to go and work it out first?
