Real ChatGPT answer · index seedDDZVyXk6mR8completeMarketing and advertising · local marketinginformational

How often do local business directories update their databases after we fix inconsistent NAP citations 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
How often do local business directories update their databases after we fix inconsistent NAP citations across the web?
1 real search · 1 real-search pass
business directory NAP citation update timeframes Google Business Profile Yelp Bing Places Apple Business Connect data aggregatorsGoogle ↗
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
business directory NAP citation update timeframes Google Business Profile Yelp Bing Places Apple Business Connect data aggregators Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
business directory NAP citation update timeframes Google Business Profile Yelp Bing Places Apple Business Connect data aggregators
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1