Real ChatGPT answer · index seed9sNZ7DjvK7UcompleteMarketing and advertising · AI search and generative engine optimizationcomparison
How should I update my digital marketing portfolio to show I understand GEO migration instead of just old school keyword research
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How should I update my digital marketing portfolio to show I understand GEO migration instead of just old school keyword research
3 real searches · 1 real-search pass
Generative Engine Optimization GEO best practices AI search visibility citations entity SEO 2025 2026Google ↗
OBSERVEDOther / navigational
Google Search Central AI features website owners guidance AI Overviews content SEOGoogle ↗
OBSERVEDOther / navigational
Perplexity publisher documentation citations crawling content searchGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Generative Engine Optimization GEO best practices AI search visibility citations entity SEO 2025 2026 Google ↗
Google Search Central AI features website owners guidance AI Overviews content SEO Google ↗
Perplexity publisher documentation citations crawling content search 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
- New opportunities, control and insights for website owners · blog.google
- [2509.08919] Generative Engine Optimization: How to Dominate AI Search · doi.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Generative Engine Optimization GEO best practices AI search visibility citations entity SEO 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Search Central AI features website owners guidance AI Overviews content SEO OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Perplexity publisher documentation citations crawling content search OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |