Real ChatGPT answer · index seedWlZitXGPYOYcompleteMarketing and advertising · local marketingcommercial
What steps do I need to take to fix inconsistent NAP citations for a chain of local car washes before launching their holiday ad campaigns?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What steps do I need to take to fix inconsistent NAP citations for a chain of local car washes before launching their holiday ad campaigns?
1 real search · 1 real-search pass
local SEO NAP citation consistency audit Google Business Profile Apple Business Connect Bing Places official guidance 2026Google ↗
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
local SEO NAP citation consistency audit Google Business Profile Apple Business Connect Bing Places official guidance 2026 Google ↗
- Manage Google Business Profiles · business.google.com
- Apple Business · business.apple.com
- Bing Places · bingplaces.com
- Yelp for Business · biz.yelp.com
- Guidelines for representing your business on Google · support.google.com
- Guidelines for representing your business on Google · support.google.com
- NAP Consistency Checklist for Local SEO · seos.co
- NAP Consistency Best Practices for Local SEO · seos.co