Free review of a ChatGPT ads account

The nine questions

1. What does the account sell, in which country was it created, and in which currency does it bill?
2. What is the conversion that matters, a lead, a call, an order or a signup, and where is it counted: OpenAI Pixel, Conversions API, or only in your own analytics?
3. What is that conversion worth to you, roughly, and what cost per conversion do you accept on Google or Meta?
4. How many campaigns and ad groups exist, and what separates one ad group from another?
5. What do the context hints say today? Paste two.
6. Which objective runs, Clicks, Reach or conversion optimised, and what are the maximum bids?
7. What is the daily budget per campaign, and has spend on any day exceeded it?
8. How many ads are live, when were they last changed, and which landing pages do they point to?
9. What did the last thirty days cost, and how many conversions did Ads Manager report against how many your analytics saw?

What the review covers

Measurement first: whether the pixel and the Conversions API fire, whether events are deduplicated, and how far Ads Manager and your analytics disagree. Then structure: whether ad groups separate real buyer moments or just products. Then the hints, the bids against OpenAI's recommended range, the budget against the daily floor and the highest bid, the ads and their landing pages, and finally anything in the account that OpenAI's ad policies would reject at review.

You get observations separated from recommendations, each recommendation with the evidence behind it, and a plain statement of what we would change in the first week if you hired us. If the honest answer is that the account is fine or the channel is wrong for you, the review says that.

What we will not do

Change anything. Read access is enough for a review and we do not ask for more. We do not need your conversations with OpenAI, your card details or your customer lists, and we will not ask for them.