Real ChatGPT answer · index seedilV8DwakCmscompleteMarketing and advertising · local marketinginformational

What tools can I use to scan the web right now for inconsistent NAP citations related to my wife's boutique real estate firm?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What tools can I use to scan the web right now for inconsistent NAP citations related to my wife's boutique real estate firm?
2 real searches · 1 real-search pass
best local SEO citation audit tools inconsistent NAP citations BrightLocal Whitespark Semrush Yext Moz Local 2026Google ↗
OBSERVEDComparison
BrightLocal citation tracker audit NAP consistency Whitespark local citation finder Semrush listing management official featuresGoogle ↗
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 (2)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
best local SEO citation audit tools inconsistent NAP citations BrightLocal Whitespark Semrush Yext Moz Local 2026 Google ↗
BrightLocal citation tracker audit NAP consistency Whitespark local citation finder Semrush listing management official features Google ↗
  1. BrightLocal Citation Tracker · brightlocal.com
  2. What is Citation Tracker? · help.brightlocal.com
  3. Citation Tracker | Local Citation Finder · brightlocal.com
  4. Whitespark · whitespark.ca
  5. Semrush Local · semrush.com
  6. Moz Local · moz.com
  7. Yext · yext.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best local SEO citation audit tools inconsistent NAP citations BrightLocal Whitespark Semrush Yext Moz Local 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
BrightLocal citation tracker audit NAP consistency Whitespark local citation finder Semrush listing management official features
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1