Real ChatGPT answer · index seed2tW5QHhMmFccompleteMarketing and advertising · AI search and generative engine optimizationbrand
Who is the best consultant in the US specializing in technical SEO for LLMs who can audit our site today on an emergency retainer?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Who is the best consultant in the US specializing in technical SEO for LLMs who can audit our site today on an emergency retainer?
1 real search · 1 real-search pass
United States top technical SEO consultants LLM SEO generative engine optimization emergency audit retainer 2026Google ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
United States top technical SEO consultants LLM SEO generative engine optimization emergency audit retainer 2026 Google ↗
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