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

Can you recommend the top specialized agencies that focus exclusively on generative engine optimization for small retail ecommerce brands operating on tight budgets?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you recommend the top specialized agencies that focus exclusively on generative engine optimization for small retail ecommerce brands operating on tight budgets?
3 real searches · 1 real-search pass
generative engine optimization agencies ecommerce small business affordable GEO agency pricing 2026Google ↗
OBSERVEDComparison
GEO-only generative engine optimization agency ecommerce retail brands services case studiesGoogle ↗
OBSERVEDOther / navigational
specialist generative engine optimization agencies "GEO" agency ecommerceGoogle ↗
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 / navigational67%Comparison33%ConsequenceReasonDefinitionInstructionYes / 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
generative engine optimization agencies ecommerce small business affordable GEO agency pricing 2026 Google ↗
GEO-only generative engine optimization agency ecommerce retail brands services case studies Google ↗
specialist generative engine optimization agencies "GEO" agency ecommerce Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
generative engine optimization agencies ecommerce small business affordable GEO agency pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
GEO-only generative engine optimization agency ecommerce retail brands services case studies
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
specialist generative engine optimization agencies "GEO" agency ecommerce
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1