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GuidesMarch 5, 2026·5 min read

AI Compliance Pages: How to Generate Safe Pages That Pass Review

Stop using the same WordPress template. AI-generated white pages that look real and pass moderation.

Overcloak

Overcloak Team

@overcloak

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The compliance page (or 'white page') is what reviewers see when your detection blocks them. It must look like a normal site relevant to your vertical. Same domain, same TLS, same response headers — no redirect.

The most common cloaking failure: using the same WordPress template across 50 flows. Reviewers hash page DOMs and flag duplicates. One template = whole network gets caught.

What a good compliance page has

  • Niche-relevant content (health blog for nutra, finance blog for finance offers)
  • Unique HTML per page — different layout, different copy, different image structure
  • Real-looking metadata (title, description, OG image)
  • Internal links to other 'articles' on the same domain
  • Author bio (fictional but consistent)
  • Realistic publication dates
  • Footer with privacy / contact / about links

How AI generation works

Overcloak's generator picks a niche template structure (3-5 articles, header, footer), then asks an LLM (DeepSeek) to generate unique copy for each section. We randomize:

  • Article headlines (variations of common queries in the niche)
  • Article body (300-600 words each, real-looking content)
  • Author names + bios
  • Publication dates (recent, but spread)
  • Image placeholders (no real images — too easy to reverse-search)
  • Sidebar widgets (recent posts, categories)

Each generation is unique. We've generated 10,000+ pages and not seen a duplicate hash.

When custom pages beat AI

If you operate at scale and have a designer + writer, hand-crafted compliance pages with real Unsplash images and original copy are still the gold standard. But for everyone else, AI pages at the speed of $0.01 per generation are good enough to pass review.

Run this in production

Stop running cloaking on duct tape.

Overcloak ships the 11-layer detection stack described above out of the box. $97/mo locked forever for the first 50 customers — only 13 founder seats left.

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