Real ChatGPT answer · index seeduQffk4R7Q7YcompleteMarketing and advertising · AI search and generative engine optimizationcommercial

How do modern SEO agencies price their generative engine optimization audits and ongoing management services for boutique retail brands

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do modern SEO agencies price their generative engine optimization audits and ongoing management services for boutique retail brands
3 real searches · 1 real-search pass
GEO generative engine optimization pricing audit monthly retainer agency costs 2026Google ↗
OBSERVEDOther / navigational
generative engine optimization agency pricing GEO audit monthly retainer pricing 2026Google ↗
OBSERVEDComparison
SEO agency pricing monthly retainers small retail ecommerce boutique brands 2026 GEO servicesGoogle ↗
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 (3)
Short factOther / navigational33%Comparison67%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
GEO generative engine optimization pricing audit monthly retainer agency costs 2026 Google ↗
generative engine optimization agency pricing GEO audit monthly retainer pricing 2026 Google ↗
SEO agency pricing monthly retainers small retail ecommerce boutique brands 2026 GEO services Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GEO generative engine optimization pricing audit monthly retainer agency costs 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
generative engine optimization agency pricing GEO audit monthly retainer pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
SEO agency pricing monthly retainers small retail ecommerce boutique brands 2026 GEO services
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1