Real ChatGPT answer · index seed4lyh3ciA4xkcompleteMarketing and advertising · AI search and generative engine optimizationcomparison
What are the risk parameters regarding AI-generated content penalties when deploying automated programmatic landing pages at scale?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the risk parameters regarding AI-generated content penalties when deploying automated programmatic landing pages at scale?
1 real search · 1 real-search pass
Google Search Central scaled content abuse policy AI-generated content spam policies site reputation abuse helpful content 2026Google ↗
OBSERVEDOther / navigational
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). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Google Search Central scaled content abuse policy AI-generated content spam policies site reputation abuse helpful content 2026 Google ↗
- Spam Policies for Google Web Search | Google Search Central | Documentation | Google for Developers · developers.google.com
- What web creators should know about our March 2024 core update and new spam policies | Google Search Central Blog | Google for Developers · developers.google.com
- Google Search's Guidance on Generative AI Content on Your Website | Google Search Central | Documentation | Google for Developers · developers.google.com
- Creating Helpful, Reliable, People-First Content | Google Search Central | Documentation | Google for Developers · ccn.web.tr