Are local search algorithms in Google currently demoting sites using unedited AI content for product descriptions, and where can I find current case studies on this?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are local search algorithms in Google currently demoting sites using unedited AI content for product descriptions, and where can I find current case studies on this?
1 real search · 1 real-search pass
Google Search Central AI-generated content guidance scaled content abuse product descriptions 2026 case studies ranking impact unedited AI contentGoogle ↗
OBSERVEDConsequence
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT1 real searches · gpt-6
Google Search Central AI-generated content guidance scaled content abuse product descriptions 2026 case studies ranking impact unedited AI content Google ↗