OpenAI publishes no performance benchmarks for ChatGPT Ads and says so plainly, which is why most cost pages quote a single confident number that nobody can source. This estimator does the opposite: it works in ranges, built from OpenAI's own recommended opening CPC and the CPM band reported through the beta, and it flags when a budget falls under the minimum daily campaign spend the Ads API actually enforces.
How it works
Get started in 3 simple steps
Enter your monthly budget in your ad account's currency and pick CPC or CPM pricing.
Add your own click-through and landing page conversion rates from your analytics.
Read the ranges for daily budget, clicks, conversions and cost per conversion.
Best use cases
Built for teams that take AI visibility seriously
Marketers sizing a ChatGPT Ads test before taking a budget to their finance team.
Agencies building a media plan that has to show a defensible cost per acquisition.
Founders checking whether ChatGPT Ads can clear their payback threshold at all.
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Frequently asked questions
How much do ChatGPT Ads cost in 2026?
Is there a minimum spend for ChatGPT Ads?
What is oCPC and should I use it?
Why does this tool give a range instead of a number?
What currency are these figures in?
Further reading
Learn the concepts behind this tool
- ChatGPT Ads vs Google Ads vs Meta Ads in 2026: How the Advertising Funnel Is Actually ChangingHow ChatGPT Ads, Google Ads, and Meta Ads fit together across the 2026 advertising funnel: what's confirmed, what's still evolving, and how brands should plan.
- ChatGPT Ads: The New Era of AdvertisingChatGPT ads are reshaping discovery: sponsored messages inside conversations, served on real-time intent. See how brands like Adobe, Target, and Ford are testing it, and what it means for the shift from search engines to answer engines.