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

I have to present a budget to my team in two hours for hiring a consultant who specializes in AI search and 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 have to present a budget to my team in two hours for hiring a consultant who specializes in AI search and generative engine optimization.
2 real searches · 1 real-search pass
AI search generative engine optimization consultant pricing agency rates 2025 2026 GEO audit retainer pricingGoogle ↗
OBSERVEDComparison
SEO consultant hourly rates 2025 2026 freelance consultant pricing surveyGoogle ↗
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 (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / 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
AI search generative engine optimization consultant pricing agency rates 2025 2026 GEO audit retainer pricing Google ↗
SEO consultant hourly rates 2025 2026 freelance consultant pricing survey Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
AI search generative engine optimization consultant pricing agency rates 2025 2026 GEO audit retainer pricing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
SEO consultant hourly rates 2025 2026 freelance consultant pricing survey
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1