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How do I fix inconsistent NAP citations across Yelp and Facebook for my plumbing business without losing my existing rankings?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do I fix inconsistent NAP citations across Yelp and Facebook for my plumbing business without losing my existing rankings?
3 real searches · 1 real-search pass
Google Business Profile local ranking citations NAP consistency Yelp Facebook duplicate listings guidanceGoogle ↗
OBSERVEDReason
Yelp business owner edit business information duplicate listings merge official helpGoogle ↗
OBSERVEDOther / navigational
Meta Facebook Page edit address phone business information official helpGoogle ↗
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 (3)
Short factOther / navigational67%ComparisonConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Google Business Profile local ranking citations NAP consistency Yelp Facebook duplicate listings guidance Google ↗
Yelp business owner edit business information duplicate listings merge official help Google ↗
Meta Facebook Page edit address phone business information official help Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Business Profile local ranking citations NAP consistency Yelp Facebook duplicate listings guidance
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Yelp business owner edit business information duplicate listings merge official help
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Meta Facebook Page edit address phone business information official help
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1