Real ChatGPT answer · index seedZ7OOXJ6qGhMcompleteMarketing and advertising · AI search and generative engine optimizationcommercial

Which SEO agencies are currently leading the transition from traditional search engine optimization to generative engine optimization for mid-sized e-commerce brands?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which SEO agencies are currently leading the transition from traditional search engine optimization to generative engine optimization for mid-sized e-commerce brands?
3 real searches · 1 real-search pass
leading generative engine optimization agencies ecommerce brands 2026 GEO agency case studiesGoogle ↗
OBSERVEDReason
ecommerce SEO agencies AI search optimization generative engine optimization case studies 2026Google ↗
OBSERVEDReason
GEO agency generative engine optimization ecommerce clients agency services 2026Google ↗
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)
Short factOther / navigational33%ComparisonConsequenceReason67%DefinitionInstructionYes / no

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
leading generative engine optimization agencies ecommerce brands 2026 GEO agency case studies Google ↗
ecommerce SEO agencies AI search optimization generative engine optimization case studies 2026 Google ↗
GEO agency generative engine optimization ecommerce clients agency services 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
leading generative engine optimization agencies ecommerce brands 2026 GEO agency case studies
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
ecommerce SEO agencies AI search optimization generative engine optimization case studies 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
GEO agency generative engine optimization ecommerce clients agency services 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1