Real ChatGPT answer · index seedh3Jjmh7uwKEcompleteMarketing and advertising · AI search and generative engine optimizationlocal

Can you find local consultants in Charlotte who can help us optimize our product feeds for AI shopping assistants?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you find local consultants in Charlotte who can help us optimize our product feeds for AI shopping assistants?
1 real search · 1 real-search pass
Charlotte NC ecommerce product feed optimization agency consultant Google Merchant Center structured product data AI shopping assistantsGoogle ↗
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
Charlotte NC ecommerce product feed optimization agency consultant Google Merchant Center structured product data AI shopping assistants Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Charlotte NC ecommerce product feed optimization agency consultant Google Merchant Center structured product data AI shopping assistants
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1