Claim checks
Each card is a claim people repeat. The label says whether it holds up; the dot says how well the answer is documented. Open a card for the sources and the exact wording.
- 2 Not supported
- 5 False
- Not supported
Seeding brand mentions across the web boosts AI visibility
Google says seeking inauthentic mentions "isn't as helpful as it might seem", because its core ranking systems focus on quality and other systems block spam. Its spam policies explicitly cover attempts to manipulate generative AI responses.
Officially documented - False
Duplicate content gets your site penalized
Google says some duplicate content on a site is normal and does not violate its spam policies. Google clusters duplicates and shows one canonical version, so the others are filtered out rather than penalized. Copying other sites' content without adding value is different: the scraping spam policy covers it.
Officially documented - False
The Indexing API gets any page indexed fast
Google's Indexing API only works for pages with JobPosting or BroadcastEvent embedded in a VideoObject. Submissions face spam detection, the default quota is 200 publish requests per day, and quota abuse can cost you access. For other pages, use sitemaps and URL Inspection.
Officially documented - Not supported
llms.txt improves AI search visibility
No major search platform documents using llms.txt for ranking or citation. Google says Google Search ignores the file, so it neither helps nor harms rankings there. Studies of about 137,000 domains (Ahrefs) and 300,000 domains (SE Ranking) found no sign that it helps, and Ahrefs's server logs show 97% of published files were never requested in a month. llms.txt itself is a 2024 community proposal for a curated Markdown index of a site.
Disputed - False
Google penalizes AI-generated content
Google does not penalize content for being AI-written; appropriate use of AI is not against its guidelines. What breaks its spam policies is generating content primarily to manipulate rankings. Mass-producing AI pages that add no value counts as scaled content abuse.
Officially documented - False
Content must be chunked and rewritten for AI search
Google lists "chunking" content and rewriting it just for AI among things site owners can ignore for Google Search. Its systems understand multiple topics on a page and synonyms, so you don't need every long-tail variation. There is no ideal page length; shorter or longer pages can both work.
Officially documented - False
GEO tools can see your rankings inside Google's AI
Google states that no third-party tool has access to its internal ranking or AI systems. Its own AI visibility data is the Generative AI performance report in Search Console, though outside tools can still observe answers.
Officially documented