Real ChatGPT answer · index seedeowwV8NGkMYcompleteMarketing and advertising · AI search and generative engine optimizationlocal

Are there any marketing consultants in Marietta who can audit my site today to see why AI answer engines are not citing my business?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any marketing consultants in Marietta who can audit my site today to see why AI answer engines are not citing my business?
1 real search · 1 real-search pass
Marietta Georgia marketing consultants AI search optimization GEO SEO audit available today November 1 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 (1)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
Marietta Georgia marketing consultants AI search optimization GEO SEO audit available today November 1 2026 Google ↗
  1. iORSO · iorso.com
  2. Newman Web Solutions · newmanwebsolutions.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Marietta Georgia marketing consultants AI search optimization GEO SEO audit available today November 1 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1