Does Google penalize AI-generated content?

Google doesn't penalize content because AI wrote it. Its policies focus on whether content is helpful and whether it was made at scale mainly to manipulate rankings. AI-written pages that add real value can rank; AI-written pages that pad thin data at volume fall under scaled content abuse. The same applies to pages written by people.

How many programmatic pages is too many?

There's no page count that triggers the policy. Google looks at purpose and value, so a large set of genuinely useful pages can be fine while a small set of near-identical ones isn't. The practical limit is how many variations you can fill with genuinely distinct, accurate information and keep up to date. Publish only those.

Are location pages scaled content abuse?

Location pages aren't abuse when each one has real local information, such as an address, team, services or details that differ by place. They become doorway pages when the content is identical except for the city name and every page funnels to the same form. For SaaS without a physical presence, location pages are usually weak.

Can I recover from a scaled content abuse manual action?

Yes. Remove or substantially improve the pages that violate the policy, document what you changed, and submit a reconsideration request in Search Console. Recovery depends on a genuine cleanup rather than cosmetic edits. After the action is lifted, rankings return gradually as Google re-crawls and re-evaluates the site.

Should I delete thin programmatic pages or noindex them?

Delete or redirect thin pages if they have no value to users either; noindex them if visitors still use them, for example through internal search or navigation. Redirect deleted pages to the closest relevant page when one exists. Noindexed pages should also be removed from sitemaps so you're not asking Google to crawl them.

All posts

SEO & AI search

Scaled Content Abuse: How to Do Programmatic SEO Without a Penalty

Google's scaled content abuse policy explained, with concrete rules for when a templated page adds value and when it's a doorway page that risks a penalty.

By Mehdi HassanOct 29, 20267 min read

The short answer

Scaled content abuse is Google's spam policy against producing many pages mainly to manipulate search rankings rather than help people, whether the pages are written by AI, humans or both. Programmatic SEO stays safe when every page carries information its siblings don't, answers a real search need and would be worth publishing even if search engines didn't exist.

Key takeaways

Google judges scaled content by its value to people, not by whether AI or humans wrote it.
A page that only swaps a keyword into the same text is the clearest example of the pattern.
Doorway pages funnel visitors to one destination; useful templated pages answer the query themselves.
Apply a written quality bar per page and noindex or remove pages below it.
Violations can bring manual actions or algorithmic demotion, so prune before Google does it for you.

Part of Programmatic SEO for SaaS: How to Build Hundreds of Useful Pages Safely

What is Google's scaled content abuse policy?

Google's scaled content abuse policy targets generating many pages for the primary purpose of manipulating search rankings, with little or no value for users. Google added it to its spam policies in place of narrower wording about automatically generated content, and it applies no matter how the pages are produced: by AI, by people or by a mix.

Google's own spam policies documentation lists examples such as using generative AI to create many pages without adding value, scraping feeds or search results, stitching together content from other pages, and creating pages stuffed with search terms that make little sense to a reader. Programmatic SEO isn't named as a problem, but it's the method most likely to drift into these patterns. Our programmatic SEO hub covers the full method; this guide is about the line.

Is programmatic SEO scaled content abuse?

Programmatic SEO is not scaled content abuse by default. The policy is about purpose and value, not about templates or volume. A thousand integration pages that each explain a real workflow are fine. A thousand city pages that repeat the same paragraph with a different place name are exactly what the policy describes.

Signal	Useful templated pages	Scaled content abuse
Why the page exists	Someone needs this specific answer	To catch a keyword variation
Content per page	Facts, data or steps unique to the variation	The same text with a swapped term
Source of value	Your data, product or expertise	Rewording, scraping or AI filler
Would you link to it?	Yes, from product and help pages	Only from the sitemap
User outcome	The query is answered on the page	The visitor must click elsewhere

AI makes this question more pressing, because it makes thin pages cheap. Our guide to AI-written content and SEO covers what Google rewards when AI is part of the workflow.

What is the difference between a doorway page and a useful templated page?

A doorway page exists to rank for a search and then send the visitor somewhere else, usually to a single page that could have served everyone. A useful templated page answers the search itself. Google's doorway abuse policy, which sits next to scaled content abuse, describes sets of similar pages that sit closer to search results than to a clearly defined, browsable part of the site.

Doorway: 50 '[service] in [city]' pages with identical copy, each pushing visitors to the same contact form.
Useful: 50 location pages where each one lists the real local team, address, opening hours and services that differ by location.
Doorway: '[tool] alternative' pages generated for every competitor with the same feature list and no honest comparison.
Useful: comparison pages for the competitors buyers actually evaluate, each with real differences in features and pricing.
Doorway: pages for keyword variations that mean the same thing, such as 'best X', 'top X' and 'X tools'.
Useful: one strong page that covers the intent, with the variations handled in its copy.

What rules keep templated pages on the right side of the line?

The rules that keep templated pages safe are simple to state: each page needs distinct information, a real search need, a reason to exist on your site and a quality bar you actually enforce. Write these rules down before you build, and apply them to every page, not just the first few you review.

Apply the sibling test
Compare two pages with the variable hidden. If a reader can't tell them apart, neither has enough unique content.
Require minimum data per page
Set a list of fields every page must have filled, such as setup steps, specs, prices or examples. Rows that can't meet it don't get published.
Check real search demand
Only build variations people actually search for or would browse to. Don't generate every combination just because the data allows it.
Make pages part of the site
Link each page from directories, product pages or help content. If you'd only ever link it from a sitemap, question why it exists.
Review a sample by hand
Before each batch goes live, read a random sample in full. If any would embarrass you in front of a customer, fix the template or the data.
Prune what doesn't earn its place
Noindex, merge or remove pages that stay unindexed or get no impressions after a fair period.

What happens if Google flags scaled content abuse?

If Google flags scaled content abuse, the site can receive a manual action, shown in Search Console's Manual actions report, or lose visibility through algorithmic ranking systems that assess content quality. A manual action can affect specific pages or the whole site; algorithmic demotion has no notice at all, and shows up as falling impressions.

Manual action: a reviewer at Google has judged the pages against the spam policy. You fix the issue and file a reconsideration request.
Algorithmic demotion: Google's systems rank the pages, or the site, lower. There's no request to file; you improve or remove the content and wait for re-evaluation.
Indexing drop: large shares of a set stay in 'Crawled, currently not indexed', which is often the first sign Google doesn't value the pages.

Hypothetical example: cleaning up a thin programmatic set

For example, suppose a SaaS company published 2,000 '[use case] software for [industry]' pages last year, generated from a list of 40 use cases and 50 industries with AI-written paragraphs. Most sit in 'Crawled, currently not indexed', and impressions on the core product pages have slipped.

The team keeps the 60 combinations where it has real customers, workflows or compliance knowledge, rewrites them with specific content, and links them from the relevant product pages. The other pages are removed and redirected to the closest category page, or return 410 where nothing relevant exists. The numbers are invented to show the process, not real results.

How do you audit an existing programmatic set for scaled content risk?

Audit an existing programmatic set by checking indexing, traffic and uniqueness page by page set, then deciding for each page whether to improve, merge, noindex or remove it. Start with the pages Google has already declined to index, since that's direct evidence of how it sees them.

Finding	Likely cause	Action
Crawled, not indexed	Too similar to other pages	Add unique data or merge
Indexed, no impressions	No real search demand	Noindex or remove
Impressions, no clicks	Weak title or answer	Rewrite title and intro
Near-duplicate pairs	Overlapping variations	Merge and redirect
Outdated facts	Data not refreshed	Update or retire

Freshness counts in this audit too; our guide to content freshness for AI search covers how often to update. Check rendering as well, since pages whose content loads only in JavaScript can look empty to crawlers; see JavaScript SEO. For the template itself, the programmatic page template shows how to design unique data into every page from the start.

Frequently asked questions

Does Google penalize AI-generated content?: Google doesn't penalize content because AI wrote it. Its policies focus on whether content is helpful and whether it was made at scale mainly to manipulate rankings. AI-written pages that add real value can rank; AI-written pages that pad thin data at volume fall under scaled content abuse. The same applies to pages written by people.
How many programmatic pages is too many?: There's no page count that triggers the policy. Google looks at purpose and value, so a large set of genuinely useful pages can be fine while a small set of near-identical ones isn't. The practical limit is how many variations you can fill with genuinely distinct, accurate information and keep up to date. Publish only those.
Are location pages scaled content abuse?: Location pages aren't abuse when each one has real local information, such as an address, team, services or details that differ by place. They become doorway pages when the content is identical except for the city name and every page funnels to the same form. For SaaS without a physical presence, location pages are usually weak.
Can I recover from a scaled content abuse manual action?: Yes. Remove or substantially improve the pages that violate the policy, document what you changed, and submit a reconsideration request in Search Console. Recovery depends on a genuine cleanup rather than cosmetic edits. After the action is lifted, rankings return gradually as Google re-crawls and re-evaluates the site.
Should I delete thin programmatic pages or noindex them?: Delete or redirect thin pages if they have no value to users either; noindex them if visitors still use them, for example through internal search or navigation. Redirect deleted pages to the closest relevant page when one exists. Noindexed pages should also be removed from sitemaps so you're not asking Google to crawl them.

Mehdi Hassan · CEO & Design Director

Copywriter, designer and developer, and founder of Designify Studio. Over five years, 60+ projects across 14+ industries, for startups that have raised $300M+.

Want this done for you? Website, $8,000.

A multi-page marketing site, written and designed by us, developed in Next.js and animated. $8,000, one-time, up to 6 pages. Book a free 30-minute call to see if it fits.

Schedule Call