Real ChatGPT answer · index seed2YeOqK747uscompleteMarketing and advertising · AI search and generative engine optimizationcommercial

I need recommendations for consultants who specialize in migrating a traditional enterprise SEO strategy over to generative engine optimization.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I need recommendations for consultants who specialize in migrating a traditional enterprise SEO strategy over to generative engine optimization.
2 real searches · 1 real-search pass
enterprise generative engine optimization GEO consulting agency traditional SEO migration consultants 2026Google ↗
OBSERVEDOther / navigational
GEO optimization consulting enterprise SEO agency AI search optimization services case studiesGoogle ↗
OBSERVEDReason

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)
Short factOther / navigational50%ComparisonConsequenceReason50%DefinitionInstructionYes / no

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
enterprise generative engine optimization GEO consulting agency traditional SEO migration consultants 2026 Google ↗
GEO optimization consulting enterprise SEO agency AI search optimization services case studies Google ↗
  1. iPullRank · ipullrank.com
  2. Go Fish Digital · gofishdigital.com
  3. Obility · obilityb2b.com
  4. Walker Sands · walkersands.com
  5. Kern Media · kernmedia.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
enterprise generative engine optimization GEO consulting agency traditional SEO migration consultants 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
GEO optimization consulting enterprise SEO agency AI search optimization services case studies
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1