Real ChatGPT answer · index seedoOTuaAk1QPwcompleteMarketing and advertising · AI search and generative engine optimizationcomparison
What is the difference between optimizing for traditional Google search and trying to rank inside AI generated summaries?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the difference between optimizing for traditional Google search and trying to rank inside AI generated summaries?
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 guidance AI Overviews SEO content best practices structured data helpful content 2025 Google ↗
generative engine optimization research citations AI search visibility how AI search systems select sources Google ↗
- Google's Guide to Optimizing for Generative AI Features on Google Search | 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.cn
- Google's Guide to Optimizing for Generative AI Features on Google Search | Google Search Central | Documentation | Google for Developers · developers.google.com
- AI Features and Your Website | Google Search Central | Documentation | Google for Developers · developers.google.com
- Google's Guide to Optimizing for Generative AI Features on Google Search | 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 guidance AI Overviews SEO content best practices structured data helpful content 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
generative engine optimization research citations AI search visibility how AI search systems select sources OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |