Ad Policy Traps in Google and Meta Creative: Claims, Before/After, and Personal Attributes
The specific creative patterns that trigger disapprovals on Google and Meta, and how to rewrite them so they still convert.
Written by Mantas Jurgutis — Founder, Adsify — builds the Google & Meta automation merchants use daily
Editorially reviewed by Adsify Editorial on May 13, 2026 — Reviewed against Shopify, Google Ads and Meta official documentation.
Why disapprovals often feel random but aren't
Most creative disapprovals cluster around a handful of repeat patterns: unverifiable health or efficacy claims, before/after imagery, personal attribute targeting language, and misleading urgency. Both Google and Meta publish their advertising policies, and reviewing a disapproved ad against those specific categories almost always reveals which line was crossed, even when the rejection notice itself is vague. Treating disapprovals as random bad luck instead of checking against the actual policy category wastes time re-submitting the same problem creative repeatedly.
Health and efficacy claims need support or softening
Claims like 'cures,' 'eliminates,' or specific percentage results ('reduces wrinkles by 40%') require substantiation that most small merchants can't provide and that both platforms scrutinize closely, especially in health, beauty, and supplement categories. Reword toward subjective or experiential language instead: 'many customers say their skin feels smoother' or 'designed to support healthy sleep habits' avoids the unverifiable-claim trap while still communicating benefit. Google Ads' health and medicine policies and Meta's Advertising Standards both flag unsubstantiated efficacy claims specifically, so this category is worth a dedicated copy review pass before submission.
Before/after imagery is restricted, not banned outright
Meta's Advertising Standards restrict before-and-after imagery that implies unrealistic or unlikely results, particularly in health, weight loss, and appearance-related categories, and this extends to implied comparisons even without a literal split image — a customer testimonial paired with a dramatic transformation claim can trigger the same review flag. If your product has a genuine before/after story, focus on process and experience rather than idealized outcome imagery: showing the product in use, or a customer describing their experience in their own words, carries less policy risk than a staged transformation graphic.
Personal attributes: don't imply you know something about the viewer
Ad copy that implies knowledge of a personal characteristic — 'Struggling with your weight?' or 'Because you're over 40...' — violates personal attribute policies on both platforms because it assumes something about the viewer's body, health, financial situation, or other personal circumstance rather than speaking generally. Rewrite these as general statements about the product or a general audience: 'Support your fitness goals' instead of 'Are you overweight?' The distinction is subtle in wording but significant in review outcomes — speak to the topic, not to an assumed trait of the viewer.
Financial and 'get rich' style claims apply beyond finance products
Even non-financial products can trip financial-claim policies if copy implies guaranteed savings or earnings ('guaranteed to save you $500 a year' or language implying investment-like returns). If your product has genuine cost-saving value, frame it as a comparison or estimate rather than a guarantee: 'many customers report lower monthly costs' rather than a specific guaranteed figure, unless you can substantiate that exact number with real data you're prepared to defend under review.
Urgency and scarcity claims must be factually accurate
'Only 3 left' or 'Sale ends tonight' are common conversion tactics, but both platforms' misleading claims policies require these to reflect actual inventory or offer status, not evergreen countdown timers that reset regardless of real stock or expiration. If your Shopify store's actual inventory count is low, real urgency copy tied to that number is fine; a countdown timer app that resets every 24 hours regardless of real deadline status is the kind of pattern that increasingly draws policy scrutiny and shopper distrust alike.
Testimonials and reviews used as ad copy need to be genuine and attributable
A testimonial quote used in ad creative should be a real review from a real customer, ideally one you can trace back to your Shopify reviews app or order records if a platform requests substantiation during a policy review. Both Google and Meta have increased scrutiny on fabricated or exaggerated testimonials, and platform trust-and-safety teams can and do request evidence for specific result-based claims made in testimonial-style ads.
Comparative claims against named competitors carry legal, not just policy, risk
Directly naming a competitor and making a comparative claim ('better than [Brand X]') is allowed on both platforms within certain limits, but it must be factually accurate and non-disparaging — false or misleading comparative claims can create legal exposure under advertising law independent of platform policy. If you're not prepared to substantiate a direct comparison with documented facts, use generic comparison language instead ('compared to traditional alternatives') which conveys the same relative positioning with far less risk.
Restricted and prohibited content categories to check per product
Beyond the common traps above, both Google and Meta maintain full restricted-content lists covering categories like supplements, adult content, weapons, and financial services, each with specific documentation or disclosure requirements. If your product falls into any regulated category, review the specific policy page for that category before writing creative — generic 'best practices' advice doesn't substitute for the category-specific rules, which often include required disclaimers or pre-approval steps.
How to appeal a disapproval without repeating the same mistake
When appealing, identify the specific policy clause your creative likely violated (both platforms' help centers list policy categories you can cross-reference against the disapproval reason given) and revise the actual copy or image before resubmitting, rather than resubmitting the same asset hoping for a different automated review outcome. Resubmitting unchanged creative repeatedly can also flag the account for additional review scrutiny on future campaigns, so treat each disapproval as a one-time fix-and-resubmit rather than a retry-until-it-passes approach.
Build a pre-submission self-review pass
Before submitting new creative, run it through five questions: Does any claim state a specific, unverified result? Does any image imply a transformation or before/after? Does any line assume a personal trait about the viewer? Is any urgency or scarcity claim tied to a real, current condition? Is any comparison specific enough to require evidence I could produce on request? A five-minute pass answering these catches most policy risk before it costs review time or a disapproval flag on the account.
Keep a rejected-phrase log
Every time an ad gets disapproved, log the specific phrase or image element and the policy category it likely violated. Over a few months, this becomes a practical, business-specific reference that's more useful than generic policy summaries, because it reflects exactly how review enforcement has applied to your product category and copy style. New team members or copywriters can use this log to avoid repeating known problem phrasing.
AI-generated copy still needs a policy pass
Tools that generate ad copy automatically, including Adsify's AI copy generation from Shopify product data, produce fast first drafts but don't guarantee policy compliance for every claim, especially in regulated categories like health or supplements where efficacy language is easy to slip into unintentionally. Run generated copy through the same five-question self-review before publishing, particularly for any new product category the tool hasn't generated copy for before.
Policy changes over time, so don't rely on last year's approved list
Google and Meta update their advertising policies periodically, sometimes tightening enforcement in specific categories (health claims and financial services have both seen periodic tightening). An ad style that was approved a year ago isn't guaranteed to pass review today. Check the official policy pages directly every few months if you run creative in a regulated or frequently-updated category, rather than relying on institutional memory of what used to work.