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How to configure AI ad-platform settings for a regulated advertiser (2026)

Configure Google and Meta AI ad defaults for a regulated advertiser: which toggles to turn off, how to lock creative and audience, and when to disclose AI.

Last verified · 2026-10-08 · by Moe Ameen

In a regulated industry the compliance risk in paid media is rarely a wild AI hallucination — it is the AI settings the platforms already turned on for you. Google Ads and Meta default a stack of AI features that rewrite your copy, restyle your creative, widen your audience, and redirect your clicks, all optimized for conversions and none of them aware that a bank, clinic, law firm, or insurer has rules the optimizer has never heard of. This is the hands-on task: walk your accounts, find each setting, and set it to the safer default before it ships a claim you never approved.

The mindset to carry in: for a regulated advertiser, every AI feature that can change your creative, your targeting, or your destination is opt-in with sign-off, not something you inherit. The liability does not pass to the platform because its AI did the altering — Google itself says its AI label does not guarantee compliance, and a regulator reads the ad that actually ran, not the one you drafted. So the goal of this walkthrough is a deliberate configuration you can document, not maximum automation. The strategic background is in the guide [AI in regulated paid media](/guides/ai-in-regulated-paid-media); the steps below are the execution.

This is a practitioner checklist, not legal advice. Platform menus move constantly — Meta's especially — and your specific obligations depend on your vertical and markets. Confirm current settings in each platform and, for high-stakes campaigns, with counsel or your compliance team.

The steps

  1. Audit Google AI Max: turn off text customization and final URL expansion. Open each Search campaign's settings and find the AI Max panel. After you opt into AI Max, text customization and final URL expansion are enabled by default. Text customization rewrites your headlines and descriptions from your site and existing copy — which can surface a claim your compliance team never cleared or drop a required disclaimer. Final URL expansion redirects clicks to other pages. Turn text customization off (that also disables URL expansion, since expansion depends on it), or at minimum pin final URLs to approved landing pages using URL exclusions.
  2. Disable automatically created assets in Performance Max and Demand Gen. In each Performance Max campaign, open the asset group settings and switch off automatically created assets for text, image, and video — these can generate and alter creative you never approved. Disabled assets report as “Removed” and stop serving. Do the same at the ad level in Demand Gen, where asset optimization can assemble video from your assets. Note that campaign-level and ad-level automations have separate defaults, so auditing one does not cover the other — check both.
  3. Turn off Meta Advantage+ creative enhancements. In Ads Manager, under the ad's Creative setup, find the Advantage+ creative enhancements and toggle off the ones that alter the asset — these apply visual changes to colors, fonts, and design and can add text overlays or links the approved creative never had. For a regulated ad, any of those can bury a mandated disclosure or introduce an unqualified claim. Meta relocates this section often, so hunt for it on every ad rather than assuming last month's location.
  4. Preview the ad in every placement you have enabled. Meta renders ads differently per placement, so a layout that keeps your disclaimer visible in the feed can crop or cover it in Reels, Stories, or a right-column slot. Use the placement preview to step through each enabled placement and confirm every required disclosure, rate, or legal line stays fully visible. If a placement breaks the layout, either exclude that placement or supply a creative sized for it — do not ship on the assumption the feed preview represents all of them.
  5. Switch off audience expansion on regulated campaigns. Disable Meta's Advantage+ audience and Google's optimized targeting wherever compliance governs who you may reach. Both widen delivery beyond the audience you defined, which collides with fair-lending and fair-housing rules about reaching people by age, gender, or location, and with HIPAA limits on health-data targeting. Honor your industry's targeting restrictions even where the platform technically allows a setting — platform permission is not regulatory permission.
  6. Check retargeting and tracking against platform and internal policy. Before enabling a pixel, confirm your category is allowed to use it — several platforms ban pixel-based retargeting for healthcare, and internal policy may restrict it further. The same goes for customer-list uploads and offline conversion imports, which can be blocked by privacy rules on health or financial data. Where pixels are off-limits, fall back to UTM parameters on form fills to tie leads to their source, and budget time for the teams who must approve any tracking.
  7. Request bias documentation for automated bidding. Automated bidding can concentrate delivery in ways that correlate with protected attributes even when you never targeted on them, and in financial services fair-lending supervision explicitly looks at bias inside an algorithm. You do not have to abandon smart bidding, but you do have to be able to defend it — ask your platform representatives for whatever documentation they can provide addressing bias and fair-delivery, and keep it on file with your campaign records so delivery is explainable if questioned.
  8. Set the AI disclosure and run a final pre-flight before publishing. Where AI touched any step of the creative, check the platform's AI-disclosure control — Google's AI content label, Meta's self-certification for social/political ads. Treat it as the floor, not proof of compliance: Google states the label does not guarantee you meet any regulation, and for fully automated features the platform may apply a label you cannot overwrite. Then run one pre-flight on every creative: claims substantiated, disclosures visible in all placements, targeting within your rules, destination approved, AI disclosed. Ship only when every line passes.

Common gotchas

  • Assuming the platform owns the liability because its AI did the altering. Google says its AI label does not guarantee compliance; the regulator reads the ad that ran, and that is on you.
  • Auditing campaign-level settings but not ad-level ones (or vice versa). Google notes they have separate defaults, so one audit does not cover the other — check both layers.
  • Trusting the feed preview. A disclosure visible in the feed can be cropped in Reels or Stories; preview every enabled placement individually.
  • Treating a one-time setup as done. Platforms keep flipping new AI features on by default and move menus — Meta most of all — so re-audit on a schedule, not once.
  • Confusing audience expansion opt-out with narrowing. Turning off Advantage+ audience or optimized targeting keeps you inside the audience you defined; it does not shrink it below your own settings.
  • Leaving creative volume to the platform after disabling its creative AI. If you switch off auto-generated assets without another source of variants, performance stalls — produce reviewed variants upstream instead.
Legal note

This is a practitioner checklist, not legal advice, and ad-platform settings and their defaults change frequently — verify current controls in each platform before relying on them. Disclosure obligations for AI-generated or AI-edited ad creative are live in specific markets: Google states that regulations in the European Union, India, and New York require certain AI-made ad assets to carry disclosures for consumers in those places, and the EU AI Act’s transparency obligations for marking AI-generated content became applicable on August 2, 2026. Regulated verticals carry additional duties the platform does not enforce for you — fair-lending and fair-housing targeting rules in financial services and housing, HIPAA limits on health-data use in healthcare, and claim-substantiation requirements across the board. For political advertising, health or financial claims, or large spends, confirm your obligations with your compliance team or counsel.

Where Kompozy fits

This checklist leaves one deliberate hole: once you disable the platform's creative AI in steps one through three, you have turned off the thing that was producing your variants. That is where Kompozy slots into the workflow — not as a settings tool, but as the compliant source of the creative volume you just stopped letting the ad platform fabricate. Instead of Performance Max generating headline, image, and video variants you never cleared, you generate a batch in Kompozy — Photo Posts, Quote Graphics, Carousels, Persona Shorts, and more across 18 formats — upload them as fixed assets, and test those. The variety comes from the side of the wall where your sign-off lives.

Tie it back to the steps. The asset you hand Google or Meta after step three is one a human already approved at Kompozy's per-post review gate, which is the natural place to run step eight's pre-flight: claims substantiated, disclosures in place, AI disclosed. A Persona Brief governs the claims the brand may make and a banned-word filter rejects off-message copy at generation time, so an unqualified “award-winning” line or a prohibited claim is caught before it exists rather than in ad review — and HyperFrames renders the creative brand-exact, so a mandated disclosure sits where you placed it instead of depending on a platform restyle you just switched off. Because the uploaded asset is final, there is nothing left for text customization or creative enhancements to mutate, which is exactly what makes disabling them safe.

Be clear on the boundary: the toggles in steps one through seven live in Ads Manager and Google Ads, and you set them — Kompozy does not reach into your ad accounts. What it does is remove the reason you were leaving the risky features on, by giving you reviewed variant volume and an owned organic presence across eight social platforms plus blog and email on autopilot, so paid is not your only channel. A regulated solo advertiser fits Starter ($199/mo, 5,500 credits); a compliance-bound team or agency running volume fits Pro ($499/mo, 18,000 credits); multi-brand regulated operations use custom Enterprise. You own the settings; Kompozy owns the compliant creative that makes the safe settings affordable.

Frequently asked questions

Which Google Ads AI settings should a regulated advertiser turn off first?

Start with AI Max text customization and final URL expansion, which are on by default once you opt into AI Max — text customization rewrites your copy and URL expansion redirects clicks to unapproved pages. Then disable automatically created assets in Performance Max and asset optimization in Demand Gen. These four touch your claims and landing pages, the things a regulator reads most closely.

Does disabling these AI settings hurt my ad performance?

It removes the platform’s automated creative variety and broader reach, which for a generic advertiser usually lifts conversions. For a regulated one the trade is almost always correct, since a non-compliant ad costs far more than an auto-generated headline. The gap it leaves is creative volume for testing — fill that by producing reviewed, on-brand variants upstream rather than letting the platform fabricate them.

Is turning on the AI content label enough to be compliant?

No. Google states explicitly that using its AI label setting does not guarantee compliance with any specific regulation — it is a disclosure aid, not a certificate. The obligation to disclose AI creative, and to meet your vertical’s advertising and claim rules, stays with you. For fully automated features the platform may also apply a label you cannot overwrite, so keep your own record of what was AI-made.

Can the platform change my ad after I approve it?

Yes — that is the core risk. Text customization rewrites copy, automatically created assets swap creative, creative enhancements restyle the ad, final URL expansion changes the destination, and audience expansion changes who sees it, all after your approval and inside a system you do not control. Disabling those toggles is how you keep the ad that runs the same as the ad you cleared.

How often should I re-audit these settings?

On a recurring schedule, not once. Platforms keep introducing AI features that default on and relocate their menus — Meta changes placement of its creative controls frequently — so a setting you disabled can be joined by a new one you have not seen. Put a periodic settings audit on the calendar and re-run the pre-flight on every new creative.

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