Real ChatGPT answer · index seedrqIFgvie2MIcompleteMarketing and advertising · local marketinginformational

My local business listings have totally conflicting name, address, and phone data on fifty different directories, so how do I fix NAP consistency in bulk today?

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

The searches the AI actually ran for this prompt.

SEED QUERY
My local business listings have totally conflicting name, address, and phone data on fifty different directories, so how do I fix NAP consistency in bulk today?
1 real search · 1 real-search pass
2026 bulk local citation management services Yext BrightLocal Moz Local Semrush Local directory distribution 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 (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
2026 bulk local citation management services Yext BrightLocal Moz Local Semrush Local directory distribution features Google ↗
  1. What is Citation Builder? · help.brightlocal.com
  2. Listings Management · brightlocal.com
  3. Navigate Listings · help.yext.com
  4. Yext · yext.com
  5. Semrush Local · semrush.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 bulk local citation management services Yext BrightLocal Moz Local Semrush Local directory distribution features
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1