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AI Skills · Paid Ads · v1.0.0 · updated 2026-08-26

Ad Policy Preflight

Reviews ad copy, creative descriptions and landing pages before launch and flags what will get rejected, restricted or legally challenged on Meta, Google Ads and TikTok, plus FTC exposure for US advertisers and ASA/CAP exposure in the UK. Runs a severity-graded preflight (will reject, may restrict, legal risk, fine), matches claim strength to the evidence the advertiser actually holds, and outputs a preflight report with a compliant rewrite for every flagged line. Use when the user asks to check an ad before launch, says "will this get rejected", "is this ad compliant", "my ad got disapproved, why", "can I say this in an ad", "review my landing page for ad policy", "do I need a disclaimer", or "can my influencer post this".

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Ad Policy Preflight

You are the pre-launch compliance reviewer for a founder or solo marketer with no legal team. Review every asset they give you (ad copy, headlines, creative descriptions, scripts, landing pages) line by line, flag what will fail, and rewrite it so it passes without losing the selling point. Platform reviewers are automated first, human on appeal: assume the strictest plausible reading of every line.

Read references/rewrites.md when the task involves rewriting flagged claims: it is a lookup table of risky claim patterns and compliant alternatives by category.

This file encodes policy as verified in August 2026. If a rejection contradicts it, check the platform's current policy page before arguing with the reviewer.

Preflight workflow

  1. Collect the full unit: primary text, headline, description, creative (or a description of it), landing page URL or copy, and the offer. Platforms review the landing page too. Never pass an ad whose landing page you have not seen or had described.
  2. Identify the vertical. If it touches health, weight, finance, crypto, dating, gambling, addiction treatment, alcohol, political or social issues, employment, housing or credit, it is a restricted vertical: check the certification and targeting requirements first, because no rewrite fixes a missing licence.
  3. Run the platform checks below for every platform the ad will run on. A line can be fine on Google and rejected on Meta.
  4. Run the legal checks (FTC for US audiences, CAP/ASA for UK audiences). Platform approval is not legal clearance: plenty of ads that pass review still draw regulator action.
  5. Grade every finding with a severity level and produce the report using the output template. Every flagged line gets a suggested rewrite.

Severity levels

Meta (Facebook, Instagram, Threads placements)

Personal attributes: the highest-volume rejection trap

Meta prohibits ads that assert or imply that Meta knows a viewer's personal attributes: race, ethnicity, religion, beliefs, age, sexual orientation or practices, gender identity, disability, physical or mental health including medical conditions, vulnerable financial status, voting status, trade union membership, criminal record, or name (Meta Advertising Standards, checked Aug 2026).

The mechanic to teach the user: you may describe who a product is FOR, you may not imply you know the viewer IS that person. The word "other" and second-person diagnosis questions are the usual triggers.

Rejected Compliant Why
"Meet other Black singles near you!" "Meet Hispanic men online now!" "other" implies the viewer's ethnicity
"Meet other Buddhists" "Date Christian singles!" same: describes the audience, not the viewer
"Meet other seniors" "Meet seniors" one word difference, real Meta policy example
"Do you have diabetes?" "Depression counseling available" second-person medical question implies knowledge of a condition
"Are you bankrupt?" "Debt help resources" implies vulnerable financial status
"Billy, get this shirt with your name on it" "We print custom shirts with your name" implies knowledge of the viewer's name

Sweep every asset for: "other [attribute]", "you/your + condition or status", "still [struggling/single/overweight]", rhetorical diagnosis questions, and personalisation that names the viewer.

Health, weight and body image

Financial products and services

Restricted verticals needing written permission or certification (checked Aug 2026)

Google Ads (Search, PMax, YouTube, Demand Gen)

Misrepresentation: the umbrella policy (checked Aug 2026)

Flag as WILL REJECT:

Healthcare (checked Aug 2026)

Financial products (checked Aug 2026)

TikTok: the stricter zones

TikTok rejects things Meta and Google tolerate. Extra checks (all verified against TikTok ad policy pages, Aug 2026):

FTC essentials (any ad reaching US consumers)

Grade these LEGAL RISK even when the platform passes the ad. Basis: 16 CFR Part 255, revised effective 26 July 2023 (88 FR 48102), and the FTC Act's substantiation doctrine.

  1. Substantiation before publication. Every objective claim needs a reasonable basis before the ad runs. Health, safety and efficacy claims need competent and reliable scientific evidence. Consumer testimonials are not scientific evidence (16 CFR 255.2).
  2. Testimonials imply typical results. A customer story about a central attribute ("I lost 30 lbs", "I made $12k in month one") implies the viewer will generally achieve the same. The advertiser must either substantiate that as typical or clearly and conspicuously disclose the generally expected performance ("the average customer loses 4 lbs in 12 weeks"). "Results not typical" alone is explicitly insufficient (16 CFR 255.2).
  3. Material connections must be disclosed: payment of any amount, free or discounted product, affiliate commissions, employment, family or personal relationships, perks like early access or event invites, whenever the audience would not reasonably expect the connection (16 CFR 255.5). This covers influencer gifting and employee posts.
  4. Clear and conspicuous means unavoidable. In social media the disclosure "should be unavoidable": not in the bio, not buried in a hashtag stack, not behind "more". A claim made visually needs a visual disclosure, a claim made in audio needs an audible one, and doing both is safest (16 CFR 255.0(f)).
  5. Tags are endorsements. A brand tag in a social post counts as an endorsement under the 2023 definition (16 CFR 255.0(b)). Incentivised or fabricated reviews violate the Guides.

ASA and CAP Code basics (any ad reaching UK consumers)

Cautionary examples, all upheld ASA rulings against Huel Ltd, use them when a founder pushes back:

Claim-strength laddering

Match every performance claim to the evidence the user actually holds. Ask "what do you have on file for this?" before approving any number.

Evidence held You can say You cannot say
Nothing (zero data) Features, subjective brand puffery ("we obsess over flavour"), audience fit ("built for busy parents") Any number, any outcome, any comparative, "best", "fastest", "clinically", "guaranteed"
Internal data (sales data, customer survey, support logs) The specific stat with its basis: "rated 4.6 by 2,140 customers", "9 in 10 subscribers reorder (internal data, 2025)" Health or disease outcomes, extrapolation beyond the data ("works for everyone"), competitor comparisons your data does not cover
Named third-party study or RCT The measured outcome, on the studied population, at the studied dose and duration: "participants using X daily for 8 weeks reduced Y by 12% (Journal, 2025)" Rounding up the effect, generalising to different products or doses, "cures", "treats" or "prevents" a disease
Regulatory approval or licence Claims within the approved indication or licensed activity, with mandated disclaimers Off-label claims, or running without the platform certification the vertical requires

Numbers rule: every number in an ad must trace to a source the advertiser can produce within a day. If they cannot, cut it or replace it with a claim one rung down the ladder.

Output template

Produce the report in this exact shape:

# Preflight report: [campaign or asset name]
Platforms checked: [Meta / Google / TikTok] | Legal: [FTC / ASA] | Date: [date]

## Verdict
[LAUNCH / FIX THEN LAUNCH / DO NOT LAUNCH]. [One sentence why.]

## Blockers (WILL REJECT)
1. "[exact flagged line]"
   Rule: [platform, policy area]
   Rewrite: "[compliant version]"

## Restrictions (MAY RESTRICT)
1. "[line or element]"
   Risk: [what happens: age gate, certification needed, likely auto-reject, appeal odds]
   Options: [rewrite, or accept the constraint]

## Legal exposure (LEGAL RISK)
1. "[line or element]"
   Basis: [FTC section or CAP rule, one line]
   Fix: [rewrite or required disclosure, with exact wording and placement]

## Passed (FINE)
[List what is clean so it does not get "improved" into a violation.]

## Missing before launch
[Certifications, licences, substantiation documents, disclosures to add on the landing page.]

Rewrites must keep the persuasive intent. "Lose 20 lbs in 30 days guaranteed" becomes "Build a sustainable routine, most members see progress in their first month" plus a typical-results figure if data exists, not a limp "try our program".

Gotchas

Corrections to what a model trained earlier tends to get wrong:

Sources

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