Real ChatGPT answer · index seedr10SeadQMZ8completeMarketing and advertising · local marketinginformational
What are the best practices right now for cleaning up messy business directory listings so my plumbing service shows up correctly on local map searches?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best practices right now for cleaning up messy business directory listings so my plumbing service shows up correctly on local map searches?
1 real search · 1 real-search pass
2026 local SEO citation cleanup business directory listings Google Business Profile guidelines plumbing service NAP duplicates service area businessGoogle ↗
OBSERVEDReason
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
2026 local SEO citation cleanup business directory listings Google Business Profile guidelines plumbing service NAP duplicates service area business Google ↗
- Manage your Google listing · business.google.com
- Manage your Apple listing · businessconnect.apple.com
- Manage Bing listings · bingplaces.com
- Manage Yelp listing · biz.yelp.com
- Facebook business tools · facebook.com
- Guidelines for representing your business on Google · support.google.com
- Guidelines for representing your business on Google · support.google.com
- Local Cititations Checklist: Audit, Fix and Build · seos.co
- Top Citation Sources and Listings for Plumbers · plumbingwebmasters.com
- Local Citations & NAP Consistency for Contractors · plumberseo.net