Real ChatGPT answer · index seedG7Q5LLgOHBscompleteMarketing and advertising · AI search and generative engine optimizationinformational
How do I set up predictive analytics for search trends to outrank competitors in generative engines this quarter?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I set up predictive analytics for search trends to outrank competitors in generative engines this quarter?
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). 1 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
2026 generative engine optimization AI search visibility measurement trends forecasting search demand predictive analytics SEO Google ↗
Google Search Central AI features guidance structured data helpful content AI Overviews 2026 Google ↗
- 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 Search's Guidance on Generative AI Content on Your Website | Google Search Central | Documentation | Google for Developers · developers.google.cn
- New opportunities, control and insights for website owners · blog.google
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 generative engine optimization AI search visibility measurement trends forecasting search demand predictive analytics SEO OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google Search Central AI features guidance structured data helpful content AI Overviews 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |