Real ChatGPT answer · index seedPlGWb15RYX8completeMarketing and advertising · local marketingcommercial
Which online services are best for fixing inconsistent NAP citations across local directories for a retired couples plumbing business
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which online services are best for fixing inconsistent NAP citations across local directories for a retired couples plumbing business
1 real search · 1 real-search pass
best local SEO citation cleanup services BrightLocal Whitespark Semrush Local Yext pricing features 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
best local SEO citation cleanup services BrightLocal Whitespark Semrush Local Yext pricing features 2026 Google ↗
- Whitespark · whitespark.ca
- BrightLocal · brightlocal.com
- Moz Local · moz.com
- Semrush · semrush.com
- Yext · yext.com
- Best Local Citation Audit Software: 5 Tools · saasproven.com
- Local Citation Services Compared · brightlocal.com
- The Best Listings Management Solutions Compared · brightlocal.com
- Best Local Citation Tools for Small Businesses and Agencies · saasproven.com