ChatGPT ads campaign structure, bidding and targeting

Who this is for

Companies that already have an Ads Manager account open, whether they built it themselves or inherited it, and want the campaign structure, bidding and budgets rebuilt properly around how OpenAI's auction actually works. It fits accounts running on a single catch-all ad group, guessed bids, or a Views or Clicks objective when Conversions would suit the goal better. It is not an account setup service. If the account itself is not yet open or verified, start with account setup first. It also suits a team that built its own first campaign, saw thin results, and wants a second opinion on whether the problem is the offer, the structure, or simply not enough time and volume for the auction to learn.

What is included

• An audit of current campaign structure, objectives, billing models and bids against what OpenAI's guidance and auction mechanics actually reward.
• Ad groups rebuilt around customer needs, each with its own context hints and landing page, rather than one group covering an entire business.
• Several distinct ad variations per ad group, since OpenAI's system rewards coverage across many angles rather than one polished ad.
• Bids set from the bid strength guidance shown in Ads Manager, then adjusted against your real observed cost per click or cost per conversion.
• Budgets planned against the Sunday to Saturday budget week, so a strong single day billing twice the daily figure does not read as an error.
• A decision, with you, on when a conversions objective campaign is warranted, and a new campaign built for it rather than an attempt to edit an existing one.
• Country and platform targeting reviewed, plus any custom audiences to include or exclude.

Deliverables

How we work with your existing Google and Meta agency

We do not need, and do not ask for, access to your Google Ads or Meta accounts to do this work, since campaign structure, bids and budgets inside ChatGPT ads are entirely self contained within its own Ads Manager account. Where the two do meet is in fair comparison: we ask for your current cost per click and cost per lead on Google or Meta as context for judging whether ChatGPT ads is finding efficient delivery, not as something we manage or adjust. If your Google or Meta agency also wants visibility into ChatGPT ads numbers, we are glad to share reporting access or a summary, since a channel comparison is only useful when everyone is looking at the same figures.

What you will see in the first report

Because this service starts from an account that may already have live campaigns, the first report is a before and after account of the structure itself, not a spend total. It sets out what the campaign, ad group and ad structure looked like when we started, what it looks like after the rebuild, which bids and budgets changed and why, and which decisions, such as whether to add a conversions objective campaign, are still open and what needs to be true before we make them. Once the rebuilt structure has run for a full pacing week, later reports move to a performance format: what each ad group is delivering, what we are testing next, and what we are deliberately leaving unchanged while it gathers more signal.

The first thirty days, week by week

1. Week one. Full audit of existing campaigns, ad groups, bids and budgets, benchmarked against your current cost per click and cost per lead on Google or Meta for context.
2. Week two. Ad groups rebuilt by customer need, context hints rewritten, and bids reset from bid strength guidance rather than left at their original guessed values.
3. Week three. New structure live, monitored twice weekly rather than daily, with one change at a time and a written reason for each.
4. Week four. First full week of clean data under the new structure reviewed, and a decision made on whether tracking already supports a move to a conversions objective campaign.

What we need from you

Admin access to the existing Ads Manager account, visibility into current cost per lead or cost per sale on other platforms for a fair comparison, and a named contact who can approve landing page or budget changes within a couple of days, since a bidding review loses value if it sits waiting for sign off. If conversion tracking is not already in place, we will flag that early rather than build a conversions objective campaign on data that is not there yet.

What you own

The account, its campaign history, its bids and its budgets remain yours throughout. We work inside the account you already control, and nothing about campaign structure or targeting moves outside it. Any custom audiences we build are saved under your account too, so they stay usable even if you later change agencies.

What we do not do

We do not attempt to edit an existing campaign's objective or billing model in place, since OpenAI does not allow it. We do not chase daily performance swings with daily changes, given how much of a single day's reporting can still be incomplete, with spend delayed 7 to 8 hours and conversions taking 24 to 48 hours to appear. We do not sell SEO services, and we do not recommend a conversions objective campaign before tracking has enough signal for it to optimise against.

When we recommend leaving a campaign alone

Not every account needs a rebuild on day one. If an existing campaign already has meaningful spend, a stable bid, and delivery that looks reasonable against your own cost per lead elsewhere, our first move is often to leave the structure running while we build the replacement alongside it, then move budget across once the new structure has its own week of clean data. Rebuilding a working campaign from scratch purely for tidiness discards whatever the auction has already learned about your account, and OpenAI's own guidance is that campaigns need enough time and volume to gather meaningful signal in the first place. We would rather tell you a campaign is worth leaving running for now than rebuild it for the sake of matching a template.

Where to go deeper

What OpenAI actually publishes about cost, bids and the seven day budget rule is in the ChatGPT ads cost guide. How to write context hints that describe an offer rather than issue an instruction is in the context hints guide. The mechanics of choosing between click billing and impression billing for a conversions objective are covered in the conversion campaigns guide, which we use as the basis for that decision rather than a guess.

Quick answers

How is the fee set?

Pricing is on request. Your exact fee comes after a short call where we look at your accounts and tracking. We work with a minimum ad budget of AED 5,000 a month (SAR 5,000 in Saudi Arabia), paid by you directly to OpenAI and separate from our fee.

Who owns the account and data?

You do. The Ads Manager account, pixel, feeds and data sit under your company. We work as invited users.

Can an existing campaign be switched to conversions?

Not in place. OpenAI says the objective and billing option cannot be changed in place after creation; a campaign can be cloned into a new one with a different objective or billing model, or a new campaign created. Either way it is a new campaign, so we keep the old one running until the new one has data.

How often do you make changes?

We review twice a week and change one thing at a time, writing down why, rather than tinkering daily. OpenAI says spend in Ads Manager can be delayed 7 to 8 hours and attributed conversions can take 24 to 48 hours to appear, so daily changes are usually reacting to incomplete data.

Do you need our conversion tracking to already be working?

For a conversions objective campaign, yes. OpenAI requires at least one supported standard conversion event before that objective is available. We check this before proposing a conversions campaign, not after.

Can you run our Saudi and UAE campaigns together?

We keep them as separate campaigns with their own currency, landing pages and Arabic creative, even when the account is managed centrally, since OpenAI sets country targeting per campaign and the billing currency per ad account, and mixing markets on one campaign makes results harder to read for either one.

We already have a Google Ads or Meta agency. Will this conflict with them?

No. We work only inside the ChatGPT ads account, on its own budget and reporting. We do not need access to your Google or Meta accounts to rebuild campaign structure here, only visibility into their headline numbers for a fair comparison.

Will you switch on the Creative text optimization or similar automated settings without asking?

No. We treat any setting that can automatically vary or translate your ad text as a decision for you to make deliberately, not a default we leave untouched, and we tell you what we found and what we recommend before changing it either way.

What happens to bids and budgets you set if we end the engagement?

They stay exactly as set in the account, since campaign structure lives in your Ads Manager account, not in a system we control separately. Nothing needs to be rebuilt or exported.

Do you rebuild everything at once, or gradually?

Gradually, ad group by ad group where the account already has meaningful spend and history, so we are not discarding signal the auction has already built up. A near empty account gets rebuilt in full immediately, since there is little to lose.

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