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OpenAI NewsPaid Social5 October 2026Treat With Caution 3 min read

What are the new ChatGPT ad format and measurement tools for advertisers?

OpenAI reportedly adds visual ChatGPT ads, measurement tools, attribution partnerships and brand suitability capabilities. The source was inaccessible, so details remain unverified.

Key Highlights
  • The supplied brief reports a new visual ad format in ChatGPT.
  • Reported changes include expanded measurement tools and attribution partnerships.
  • The brief also reports expanded brand suitability capabilities for advertisers.
  • The source returned HTTP 403, so feature scope, availability and implementation details remain unverified.
Personal Take, John Iliopoulos

The visual format will probably get most of the attention. I am more interested in whether the measurement changes make ChatGPT ads easier to judge against the other channels competing for the same budget. Better creative could help explain an offer, but it does not tell me whether someone is ready to buy. With the source inaccessible, I would not assume anything yet about targeting, conversion tracking or advertiser access.

Attribution partnerships could make this more useful, provided they help explain what happened rather than simply give another platform credit for the same sale. Someone might explore a purchase in ChatGPT and later convert through paid search. Both touchpoints could matter, but adding their reported conversions together would not establish incremental growth. Before moving meaningful budget, I would want to understand attribution windows, conversion lag and how duplicate conversion credit is handled.

For a lead generation test, I would follow cost per lead through to qualified CPL and analytics or CRM outcomes. Cheap leads would not persuade me to scale if qualification deteriorated. For ecommerce, I would compare CPA and conversion value with the margin available to fund that spend. Evidence of additional customers at acceptable marginal efficiency would change my budget view, not just a strong platform report.

My next move would be to verify the announcement and request the measurement documentation and brand suitability settings. If those checks support a test, I would fund it with a capped learning budget and a clear commercial threshold. I can see the appeal of reaching people while they work through a decision. I just want evidence that we are influencing that decision, rather than paying for credit once it was already made.

Questions people ask

what is the new ChatGPT visual ad format?

The supplied brief describes a new visual advertising format in ChatGPT. The source could not be accessed, so its appearance, placements and advertiser availability are not verified.

how will advertisers measure conversions from ChatGPT ads?

The brief reports expanded measurement tools and attribution partnerships for ChatGPT advertisers. It does not establish which conversion events, attribution windows or reporting integrations are supported.

what brand suitability controls are available for ChatGPT ads?

The brief reports expanded brand suitability capabilities, but the specific controls are unverified. The available material does not establish which settings advertisers can apply or how those settings are enforced.

Worth a read

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John Iliopoulos, founder of PPC Supreme

A personal point of view

What I’m seeing, testing and learning in PPC right now.

I’m John Iliopoulos, a PPC and growth marketer with over 10 years in the industry. PPC Supreme is where I share my take on what’s changing, experiments I’m running, things that genuinely work and the lessons behind the results.