Rudra Kasturi Inc.

Article · AEO

Using generative AI content on your site: what Google says and a pre-publish checklist

SUMMARY

Google's generative AI content guidance (last updated 1 October 2026) says using AI to generate many pages without adding value may violate its scaled content abuse policy. It asks for manual fact-checking, including titles, meta descriptions, structured data and alt text, and encourages telling readers how content was made. The checklist is ours.

Teams use AI to draft, research and structure content. Google’s guidance (last updated 1 October 2026 as we read it) does not ban that. It sets two conditions: accuracy and added value.

Best for: content leads and editors who use AI tools and need a standard review before publishing.

Checks for AI-assisted content: fact-check, review metadata, tell readers how it was made, do not mass-produce pages

What Google says

  • Generative AI can help with researching a topic and adding structure to original content.
  • Using it to generate many pages without adding value for users may violate the spam policy on scaled content abuse.
  • Generative models do not retrieve facts; they predict a likely sequence of words, so outputs may contain inaccuracies. Google calls manual fact-checking and review critical before publishing.
  • That review also applies to title elements, meta descriptions, structured data and image alt text.
  • Sharing how content was created gives readers context, for example how automation was used.
  • Merchant Center has its own policies: AI-generated images need the IPTC TrainedAlgorithmicMedia metadata, and AI-generated product titles and descriptions must be specified separately and labelled.
  • The Search Quality Raters guidelines (sections 4.6.5 and 4.6.6) describe how raters evaluate scaled content abuse and low-effort main content. Google says they are not a ranking guide.

What to do: pre-publish checklist

StepOwnerTimeHow to checkDone when
1. Trace every claim to a sourceEditor20 min per articleOpen each source and compareEach number and quote has a link
2. Check names, dates and pricesEditor10 minCompare against primary pagesNo unverified specifics remain
3. Review hidden elementsSEO10 minRead the title, meta description, alt text and markupNone contains unchecked AI text
4. Add first-hand valueSubject expert30 minDoes the page contain something only you could write?At least one original example, test or number
5. Disclose where readers would expect itEditor5 minIs the role of AI clear where it matters?A plain sentence or note is added
6. Run the scale testSEO lead15 minHow many similar pages exist?Near-duplicates are merged or dropped
7. Log the processEditor5 minA shared record of who checked whatThe log is saved with the draft

Common mistakes

  • Checking the body but publishing an unchecked meta description.
  • Letting a tool write structured data that does not match the page. See structured data policies.
  • Treating disclosure as a replacement for quality.
  • Publishing hundreds of near-identical pages. Our spam policy guide explains the policy in plain words.

Our view

Use AI for structure and first drafts if you want, but let a named person own accuracy. Pair this checklist with first-hand evidence, which is what separates a page from a summary.

Sources