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What is the easiest way to find out if my NAP citations are messed up and hurting my local search rankings across the web?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What is the easiest way to find out if my NAP citations are messed up and hurting my local search rankings across the web?
1 real search · 1 real-search pass
best NAP citation audit tools local SEO 2026 BrightLocal Whitespark Semrush listing management duplicate citationsGoogle ↗
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
best NAP citation audit tools local SEO 2026 BrightLocal Whitespark Semrush listing management duplicate citations Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best NAP citation audit tools local SEO 2026 BrightLocal Whitespark Semrush listing management duplicate citations
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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