The source’s actual advice
Google’s AI features documentation directs site owners to create unique, satisfying content for visitors and follow its existing guidance for helpful, reliable, people-first material. It does not call for a separate class of AI-written pages.
The guidance also notes that Search features may present links in different ways. It describes eligibility and best practices, not a guaranteed citation, traffic result, or stable presentation for every query.
A better editorial response
Teams should resist bulk production whose only rationale is imagined AI exposure. Instead, map real buyer questions to pages with a defined audience, useful detail, and evidence that reflects the organization’s actual expertise.
For Roaring Media’s AI Search Optimization service, that means combining prompt and journey research with careful content review. A page should resolve a customer’s question and disclose limits; a pile of near-duplicate answers creates maintenance work without a reliable benefit.
Keep the claims proportional
When a page changes, measure what the available tools can show: search activity, visits, engagement, and qualified actions where attribution is supportable. Separate observed movement from correlation and preserve a record of other changes during the period.
Google’s source supports fundamentals, not a promise of inclusion. The most defensible agency interpretation is to improve the usefulness and accessibility of a site’s best information, then report the evidence and uncertainty without overstating either.
From perspective to practice.
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