Can you audit our Raleigh plumbing company's NAP citations across major directories and flag the exact inconsistencies affecting our local pack rankings right now?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you audit our Raleigh plumbing company's NAP citations across major directories and flag the exact inconsistencies affecting our local pack rankings right now?
1 real search · 1 real-search pass
major business directories NAP citation consistency local SEO Google Business Profile Raleigh plumbing 2026Google ↗
OBSERVEDComparison
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
major business directories NAP citation consistency local SEO Google Business Profile Raleigh plumbing 2026 Google ↗
- Top Citation Sources and Listings for Plumbers · plumbingwebmasters.com
- NAP consistency: why your name, address and phone must match everywhere · rank.ai
- Citations and NAP Consistency: Do They Still Matter for Local SEO? · cascadelocalseo.com