Real ChatGPT answer · index seedyGDPSdwOO64completeMarketing and advertising · AI search and generative engine optimizationcommercial

What is the realistic monthly cost to outsource our AI search optimization to an agency when we have a fifty page B2B website?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the realistic monthly cost to outsource our AI search optimization to an agency when we have a fifty page B2B website?
1 real search · 1 real-search pass
2026 AI search optimization agency pricing monthly retainers AEO GEO B2B SEO pricingGoogle ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
2026 AI search optimization agency pricing monthly retainers AEO GEO B2B SEO pricing Google ↗
  1. GEO & AEO Pricing Statistics: 2026 Report · firstpagesage.com
  2. GEO Agency Pricing 2026 · visibilitystack.ai

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 AI search optimization agency pricing monthly retainers AEO GEO B2B SEO pricing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1