Real ChatGPT answer · index seedygR9TJAPkyccompleteMarketing and advertising · local marketingcommercial
How can I audit my own business directory listings to find and fix inconsistent NAP citations before hiring an agency?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can I audit my own business directory listings to find and fix inconsistent NAP citations before hiring an agency?
1 real search · 1 real-search pass
how to audit local business NAP citations directory listings Google Business Profile guidelines duplicate listings citation consistencyGoogle ↗
OBSERVEDInstruction
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)
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
how to audit local business NAP citations directory listings Google Business Profile guidelines duplicate listings citation consistency Google ↗
- Citation Building: What It Is and How to Do It Right · keepersdigital.com
- Citation Cleanup Process: Fix Inconsistent Business Listings · keepersdigital.com
- NAP Consistency: How to Audit and Fix Your Business Listings (2026 Guide) · onfolio.com
- Google's Business Profile guidelines · support.google.com
- BrightLocal · brightlocal.com