Real ChatGPT answer · index seedXj0kQYUKFjQcompleteMarketing and advertising · AI search and generative engine optimizationcomparison
Are search generative experience algorithms penalizing sites that rely heavily on AI generated content for routine product roundups on parenting gear?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are search generative experience algorithms penalizing sites that rely heavily on AI generated content for routine product roundups on parenting gear?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Google Search Central AI-generated content guidance scaled content abuse product reviews people-first content 365 Google ↗
Google Search Central AI-generated content guidance scaled content abuse product reviews people-first content Google ↗
- Google Search's Guidance on Generative AI Content on Your Website | Google Search Central | Documentation | Google for Developers · developers.google.com
- Spam Policies for Google Web Search | Google Search Central | Documentation | Google for Developers · ltnr.ca
- Creating Helpful, Reliable, People-First Content | Google Search Central | Documentation | Google for Developers · developers.google.com
- Creating Helpful, Reliable, People-First Content | Google Search Central | Documentation | Google for Developers · developers.google.com
- Google Search's guidance about AI-generated content | Google Search Central Blog | Google for Developers · developers.google.com
- Spam Policies for Google Web Search | Google Search Central | Documentation | Google for Developers · developers.google.com
- Google Search's Reviews System | Google Search Central | Documentation | Google for Developers · developers.google.com
- How To Write Reviews | Google Search Central | Documentation | Google for Developers · developers.google.com
- Creating Helpful, Reliable, People-First Content | Google Search Central | Documentation | Google for Developers · developers.google.com
- Creating Helpful, Reliable, People-First Content | Google Search Central | Documentation | Google for Developers · developers.google.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Search Central AI-generated content guidance scaled content abuse product reviews people-first content 365 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Search Central AI-generated content guidance scaled content abuse product reviews people-first content OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |