Scaled Content Abuse

Scaled content abuse is Google’s term for generating large numbers of pages mainly to manipulate search rankings rather than help users. It applies however the content is made: by AI, by people, or by both. Google added the policy in March 2024, replacing its older policy on spammy automatically generated content.

Written by Paul Hoda, SEO consultant since 2005. Last updated 8 November 2026.

What the policy covers

The focus is on the purpose and value of the content, not the tool used to make it. Google’s spam policies give examples such as:

  • Using generative AI tools to produce many pages without adding value for users.
  • Scraping feeds, search results or other content to create many pages, including through automated changes such as synonym swapping or translation.
  • Stitching together content from different web pages without adding value.
  • Creating multiple sites to hide the scaled nature of the content.
  • Creating many pages where the content makes little sense to a reader but contains search keywords.

AI content is not banned

Google has said that using AI to create content is not against its guidelines in itself. What matters is whether the content is helpful and created for people. AI-generated content that is accurate, edited and genuinely useful can rank.

Content produced in bulk mainly to capture search traffic falls under this policy, whether it was written by AI, by a team of low-paid writers or by a mix of both.

Scaled content vs programmatic SEO

Programmatic SEO uses templates and data to create many pages, such as one page per train route or per product specification. This can be legitimate when each page is built on unique, useful data that answers a real search need.

It becomes scaled content abuse when pages are thin or near-duplicates, or exist only to target keyword variations. The question is always the same: does each page give the user something worth having?

Warning signs on your own site

  • Hundreds of pages with the same template and a few swapped words, which may also count as doorway pages.
  • Articles that answer questions nobody really asks, published because a tool showed some search volume.
  • Large numbers of pages with few or no impressions in Search Console, a sign of index bloat.
  • Content that nobody with knowledge of the subject has checked.
  • A sudden jump in publishing volume with no matching increase in editorial resource.

How to fix scaled content

  1. Audit pages by traffic, impressions and links to find low-value groups.
  2. Remove, merge or noindex pages that add nothing. This process is known as content pruning.
  3. Improve the pages you keep with original detail, data, examples and expert review.
  4. Put a human editorial process around any AI-assisted publishing, including fact-checking.
  5. Focus future output on quality and helpful content rather than volume.

Recovery from a site-wide quality problem can take time, because Google needs to recrawl and reassess the site after changes are made.

Key Takeaways

  • Scaled content abuse is mass-producing pages mainly to manipulate rankings.
  • It applies whether content is made by AI, by people or by a mix.
  • Google added the policy in March 2024.
  • AI-assisted content is allowed when it is genuinely helpful.
  • Fix it by pruning low-value pages and improving the rest.

Related Terms

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