Scaled content abuse
Definition: Scaled content abuse is Google's spam policy term for generating many pages primarily to manipulate search rankings rather than to help users, whether the pages are produced by AI, by people or by other automation.
Also called: mass-produced content, programmatic spam
Updated
What the policy covers
Google introduced the scaled content abuse policy in March 2024, broadening its older rule on automatically generated spam. The point of the change was that the method no longer matters. Google says scaled content abuse is when many pages are generated for the primary purpose of manipulating rankings and not helping users, and its examples include (spam policies):
- using generative AI or similar tools to produce many pages without adding value,
- scraping feeds or search results and transforming them, for example by synonymizing or translating,
- stitching together content from other pages without adding value,
- spreading scaled content across multiple sites to hide it,
- pages stuffed with search terms that make little sense to a reader.
A newer temptation from AI search
Because AI search systems break questions into sub-queries, some sites now publish a separate page for every variation they can think of. Google says creating pages for every query fan-out variation to manipulate AI responses violates this policy (Google Search Central).
Legitimate programmatic pages
Generating pages from data is not spam in itself. A page per product with real specifications, stock and reviews, or a page per city with genuinely local information, can be useful at scale. The difference is whether each page carries something a user cannot get from the page next to it.
Our view: a simple test is to ask whether the page would exist if search engines did not. If the honest answer is no, and the page only differs by a swapped keyword, it is at risk. The SEO audit guide covers how to find thin and near-duplicate pages on your own site.