Real ChatGPT answer · index seedlWuYrLUJcyYcompleteMarketing and advertising · local marketingcommercial
Can you recommend the top citation cleanup services to fix inconsistent NAP data for my plumbing business across the web?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you recommend the top citation cleanup services to fix inconsistent NAP data for my plumbing business across the web?
1 real search · 1 real-search pass
best local SEO citation cleanup services NAP consistency BrightLocal Whitespark Yext Semrush 2026 pricing featuresGoogle ↗
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 NAP consistency BrightLocal Whitespark Yext Semrush 2026 pricing features Google ↗
- Whitespark · whitespark.ca
- BrightLocal · brightlocal.com
- Moz Local · moz.com
- Yext · yext.com
- Semrush Local · semrush.com
- The HOTH · thehoth.com
- Best Local Citation Audit Software: 5 Tools · saasproven.com
- Local Citation Services Compared · brightlocal.com
- Best Local Citation Services in 2026: 6 Done-for-You Options by Cost · martechverdict.com