by Austin LeClear
on August 3, 2026
TLDR: ChatGPT Ads are now open to everyone, no beta invite or $50K minimum required. We tested them for Grow My Ads with $1,000 in spend targeting Google Ads agency terms. Results: 92 clicks at a $13 average CPC, and zero conversions. The ads manager is basic, reporting is almost non-existent, and there’s a real audience quality problem for B2B since most serious professionals are on paid ChatGPT plans (which don’t see ads). Interesting to watch. Not something we’re pushing on clients yet.
Prefer video? Check out ChatGPT Ads: We Spent $1,000: Here’s What Happened on YouTube:
Still with us? Good, let’s dig in.
What ChatGPT Ads Actually Is
Quick primer if this is new to you. ChatGPT Ads is OpenAI’s new advertising platform. It lets businesses show ads to users who chat with ChatGPT, similar to how Google Ads shows ads on Google search or Meta Ads shows ads on Instagram.
When someone on a free ChatGPT account types a question, ads can appear underneath the AI’s response. Advertisers bid on “context hints” (descriptions of the kinds of conversations they want to appear in) rather than traditional keywords.
The platform is still in beta, which shows in the interface, the reporting, and the audience.
What Just Changed With ChatGPT Ads
ChatGPT Ads used to be closed to most advertisers. You needed an invite, and you had to spend at least $50,000 per month to get in. That is no longer the case.
As of this now, anyone can sign up and run ads on ChatGPT. Approval takes about a week or two. No minimum spend. No gatekeeper.
We got approved for Grow My Ads and started testing as a beta for ourselves, not for clients. What follows is what we actually saw across $1,000 in real spend.
Inside the Ads Manager: What You Get, What You Don’t
The interface is genuinely basic. It’s in beta, and it looks in beta.
Here’s the entire campaign build:
- Name your campaign
- Pick an objective (Clicks or Reach, Conversions is listed but marked “coming soon”)
- Choose a country (US, Canada, Australia, or New Zealand)
- Set a campaign budget or daily budget
- Pick a conversion event if you’ve set one up
- Set start and end dates
That’s the campaign level. Then you go into ad groups, and this is where things get interesting.
The $3 CPC Floor: What Really Happens When You Bid
Maximum CPC bid is where ChatGPT starts showing its cards. The platform recommends $3 to $5 per click. Sounds reasonable.
But watch what happens when you test it:
- Bid $3 → “Strong delivery”
- Bid $2.99 → “May not deliver”
A one-cent difference flips the delivery signal. This isn’t a nuanced bidding algorithm. It’s a floor price. ChatGPT has essentially decided a click on their network is worth $3, and anything below that isn’t going to spend.
For our test, we went after Google Ads agency terms. On Google Search, those keywords cost $100-$200+ per click. So even at $3-5 on ChatGPT, we thought we’d see traction.
We didn’t get traction right away. So we ramped the bid up to $25 just to signal to the algorithm that we’d pay whatever it took to start spending.
That worked. Once spending started, our real average CPC settled around $13. Not $25 and not $3, but a real settled cost of thirteen dollars driven by whatever the actual competition is in ChatGPT’s auction for these terms.
Context Hints: The New “Keywords” (Sort Of)
There are no keywords in ChatGPT Ads. Instead, you get a field called “context hints.”
Google describes context hints as “conversations, topics, or keywords where your products or services may be relevant.” You write a description of the kind of user or conversation you want your ad to appear in.
This is a hint to their algorithm, not a hard match. You’re not telling ChatGPT “show my ad when someone types X.” You’re telling ChatGPT “here’s the kind of person I want to reach, figure it out.”
For our test, we used Claude to help write context hints for people actively looking to hire a Google Ads agency. Something like: “Business owners, marketing leaders, and founders actively looking to hire a Google Ads agency, evaluating agencies for e-commerce or lead generation, comparing PPC management options.”
The honest truth is nobody knows the best way to write these yet. Anyone telling you they’ve cracked the context hint formula is guessing. The platform is too new. The reporting is too thin. There’s no basis for confident optimization advice.
Our Real Performance Data After $1,000
We spent $1,000 on ChatGPT Ads over roughly two weeks, targeting Google Ads agency terms as a real test for our own business. No client budget, no test account, just Grow My Ads throwing real money into the platform to see what would happen. Here is the honest scoreboard:
- Total spend: $1,200 (rounded)
- Clicks: 92
- Average CPC: $13
- Average CPM: $120
- Click-through rate: 1%
- Conversions: 0
Zero conversions on 92 clicks and $1,200 in spend. And we’re targeting Google Ads agency terms, which on Google itself convert well for us. On ChatGPT, nothing so far.
The 1% click-through rate is worth noting. Both of our campaigns landed at almost exactly 1%. That’s suspicious. It feels like ChatGPT is dialing delivery to hit a target CTR rather than optimizing for the best matches.
Reporting: You’re Flying Blind
This is where ChatGPT Ads becomes hard to recommend. The reporting they give you is almost nothing.
Here’s what’s in the “View Insights” tab:
- Impressions by day
- Clicks by day
- Average CPC by day
- Average CPM by day
That’s it. No breakdown by context hint, no search themes, no query-level data, no audience insights, no placement details. Nothing that tells you why an ad performed the way it did or what to optimize.
There’s also a UTM tracking bug worth flagging. We added UTM parameters to our ad URL, and the ad broke for some reason. We had to rebuild the ad without UTMs, which then broke our GA4 attribution. ChatGPT traffic was showing up as direct in Google Analytics. If you’re going to test, expect some rough edges around tracking.
Who Actually Sees Your Ads on ChatGPT
Here’s the part that concerns us most, and it doesn’t get discussed enough:
Ads on ChatGPT only show to users on the free plan. If someone has ChatGPT Plus, Pro, Team, or Enterprise, they don’t see ads at all.
Think about who’s on a paid ChatGPT plan. The users who rely on it heavily for their day-to-day work. These are exactly the people a B2B advertiser would want to reach, and they’re the ones who can’t see the ads.
Your ads only reach free-plan users. For B2B campaigns, that likely skews toward casual users, students, curious explorers, and people who haven’t committed to the paid tier. Not necessarily a bad audience, but not the high-intent decision-maker audience most B2B advertisers pay premium CPCs to reach.
For consumer-facing e-commerce, this might matter less. For B2B services like ours, it’s a real question mark. You’re paying B2B-tier CPCs to reach a mostly B2C-tier audience.
What We Recommend
For most advertisers, our honest recommendation right now is to wait.
Test ChatGPT Ads if:
- You have a genuine burn budget you’re comfortable losing
- You want to be an early adopter before your competition
- You’re running consumer-facing e-commerce where the free-plan audience is a fit
- You accept there’s no reporting and no way to optimize
Wait on ChatGPT Ads if:
- You’re running B2B or high-ticket services
- You have more effective spend available on Meta or Google right now
- You need clear reporting to justify ad spend to a client or stakeholder
- Your budget is limited and every dollar needs to be accountable
We’re not pushing this on our clients. Not yet. The tool is too basic, the reporting is too thin, and the audience question is unresolved. It will probably evolve. OpenAI is under pressure to build ad revenue, and they’ll build better reporting to attract serious advertisers. But that’s not today.
Final Thoughts
ChatGPT Ads are here and open to everyone, but the platform is still very basic. And right now, they’re mostly a burn-budget experiment for advertisers with time and money to spare.
We’ll keep testing. If we see conversions land, we’ll update. If OpenAI adds real reporting and search-theme-level data, this becomes a very different conversation. Until then, treat it as a curiosity, not a channel.
FAQs: ChatGPT Ads
Are ChatGPT Ads worth it right now?
For most B2B advertisers, no. The platform is in beta, the ads manager is basic, and there’s almost no reporting. If you have a burn budget to test with zero expectations, it’s worth a look. If every ad dollar needs to be accountable, spend it on Meta or Google right now.
How much do ChatGPT ads cost per click?
ChatGPT recommends bids of $3 to $5, but that’s essentially a floor price for delivery. Real CPCs depend on what you’re targeting. In our test on Google Ads agency terms, our average CPC settled around $13. For less competitive topics, expect $3-5. For high-competition B2B terms, expect $10-20+.
What’s the minimum spend for ChatGPT Ads?
There’s no minimum spend now. The old $50,000 per month beta minimum has been removed. Anyone can sign up, get approved in about a week or two, and start with whatever daily or campaign budget they want.
Do ChatGPT Ads work for B2B?
Unclear, and probably not well right now. Ads only serve to free-plan users, and most B2B decision-makers are on paid ChatGPT plans (Plus, Pro, Team, or Enterprise). That means B2B advertisers are paying premium CPCs to reach an audience skewed toward casual free users. For consumer-facing e-commerce, this matters less.
Can I see who my ChatGPT Ads are showing to?
No. ChatGPT gives you impressions, clicks, CPC, and CPM by day. That’s the entire reporting suite. No breakdown by context hint, no search themes, no query-level data, no audience insights. You cannot see which conversations triggered your ads or optimize placement. This is the biggest current limitation.
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