How moderation works in 2026
Ad review at Meta (Facebook + Instagram) and Google Ads is a multi-stage system:
- Automated classification (ML models) — the first 0-30 minutes after you submit
- Manual review — triggered when ML flags a suspicious pattern, or when it's a fresh account
- Behavioral review after 3-7 days — the system watches how users behave after the click
- Re-review — periodic rechecks of active campaigns
What the ML looks at in the first stage
Facebook's in-house models (notably the BERT-based DeepText) analyze several signals at once:
- The creative (image/video) — detects prohibited content via CNN
- Ad copy — hunts for trigger words and obfuscated spellings (c@sino, ca$ino)
- Landing page — a full crawl of the page, parsing HTML, text, and scripts
- Metadata — Schema.org, OpenGraph, favicon, meta tags
- Domain structure — SSL, registration, MX records, hosting
- Behavior — how often a given account submits, and what types of pages it points to
The top 7 red flags that trigger a ban
- Cookie-cutter landing pages — the same structure across 10+ of your pages
- Thin content — fewer than 300 words on the homepage
- Stock photos from the obvious pool (especially Shutterstock shots with the watermark still on)
- No footer, no contact details, no legal pages
- Sudden page swaps — switch the URL inside a campaign within 24 hours and your ban odds jump 3x
- JS redirects on the page — any
location.hreffired on window load = ban - Cookies / pixels from blackhat trackers (Keitaro, Bemob) — they get detected
What works in 2026 (from the field)
Proven tactics that lower your ban rate:
- Unique CSS class prefixes on every page (for example
.xz9hb-heroinstead of.hero) - Different wording in the hero even for pages in the same niche (don't repeat "Best service" 10 times)
- Real photos from Pexels — far less burnt than Shutterstock
- JSON-LD Schema.org Organization, LocalBusiness, Service — the model reads this as "a real business"
- A real address with geo coordinates in Schema.org
- Separate hosting IP / Cloudflare for each page
- An aged domain, 30+ days, with some traffic history (even 50 organic visits help)
Mistakes that get you banned instantly
- Using words like "casino", "gambling", "porn", "weed" in the visible text of the page
- Swapping content dynamically via JS after the page loads
- An iframe pulling content from another domain
- Empty legal pages (a line or two)
- Identical meta tags across all of your pages
Pre-launch readiness checklist for a page
- ☑ 5+ unique pages (index, about, services, contact, faq)
- ☑ 600+ words on the homepage, 300+ on the rest
- ☑ Legal pages (privacy, terms, cookies) — full and proper
- ☑ Contacts: email + phone + address
- ☑ Unique CSS classes (anti-fingerprint)
- ☑ Schema.org Organization JSON-LD
- ☑ Sitemap.xml + robots.txt
- ☑ No redirects / iframes / external trackers
- ☑ Favicon + manifest.json (looks PWA-ready)
- ☑ Mobile-responsive (~30% of traffic is mobile)
Conclusion
Moderation in 2026 isn't your enemy — it's a test system you know how to beat. A solid white page plus the right account setup gets you a bypass in 80-90% of cases.