Real ChatGPT answer · index seedX0MlIYBybH4completeMarketing and advertising · AI search and generative engine optimizationcomparison
Which AI search engine optimization tactic actually moves the needle fastest for a brand with zero generative visibility today?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which AI search engine optimization tactic actually moves the needle fastest for a brand with zero generative visibility today?
3 real searches · 1 real-search pass
AI search optimization generative engine optimization brand mentions citations third party sources study 2025 2026Google ↗
OBSERVEDOther / navigational
Google AI Overviews AI search visibility citations factors brand mentions authoritative sources research 2025Google ↗
OBSERVEDReason
ChatGPT search citations brand mentions third party sources SEO study 2025Google ↗
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). 2 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
AI search optimization generative engine optimization brand mentions citations third party sources study 2025 2026 Google ↗
Google AI Overviews AI search visibility citations factors brand mentions authoritative sources research 2025 Google ↗
ChatGPT search citations brand mentions third party sources SEO study 2025 Google ↗
- Why 62% of AI citations don’t lead to brand mentions [Study] · semrush.com
- The latest data on AI citations vs. AI mentions · searchengineland.com
- Generative Engine Optimization: How to Dominate AI Search · arxiv.org
- Yext Research: 86% of AI Citations Come from Brand-Managed Sources, Clarifying How Marketers Can Compete in the AI Search Era · yext.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
AI search optimization generative engine optimization brand mentions citations third party sources study 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google AI Overviews AI search visibility citations factors brand mentions authoritative sources research 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
ChatGPT search citations brand mentions third party sources SEO study 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |