Real ChatGPT answer · index seedbMwW1TPDNq8completeMarketing and advertising · local marketingcommercial

Im totally new to this so what are the essential steps to fix inconsistent NAP citations so people can actually find my local shop?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Im totally new to this so what are the essential steps to fix inconsistent NAP citations so people can actually find my local shop?
1 real search · 1 real-search pass
Google Business Profile improve local ranking business information consistency citations NAP official guidanceGoogle ↗
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
Google Business Profile improve local ranking business information consistency citations NAP official guidance Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Business Profile improve local ranking business information consistency citations NAP official guidance
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1