Real ChatGPT answer · index seedvzxieriOj9scompleteMarketing and advertising · local marketingcommercial
What is the most reliable agency or software to fix my NAP citations across fifty different directories for my auto repair shop?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the most reliable agency or software to fix my NAP citations across fifty different directories for my auto repair shop?
4 real searches · 1 real-search pass
best local citation management software NAP cleanup 50 directories BrightLocal Whitespark Yext Semrush 2026Google ↗
OBSERVEDComparison
BrightLocal citation builder active suppression duplicate listings citation cleanup officialGoogle ↗
OBSERVEDOther / navigational
Whitespark citation services cleanup find fix listings officialGoogle ↗
OBSERVEDOther / navigational
Yext listings distribution network pricing official 2026Google ↗
OBSERVEDOther / navigational
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
best local citation management software NAP cleanup 50 directories BrightLocal Whitespark Yext Semrush 2026 Google ↗
BrightLocal citation builder active suppression duplicate listings citation cleanup official Google ↗
Whitespark citation services cleanup find fix listings official Google ↗
Yext listings distribution network pricing official 2026 Google ↗
- Whitespark Listings Service · whitespark.ca
- BrightLocal Citation Builder · brightlocal.com
- Moz Local · moz.com
- Yext · yext.com
- Citation Building & Listing Cleanup that Sparks Joy · whitespark.ca
- How can I find duplicate citations for a local business? · help.brightlocal.com
- The Best Listings Management Solutions Compared · brightlocal.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best local citation management software NAP cleanup 50 directories BrightLocal Whitespark Yext Semrush 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
BrightLocal citation builder active suppression duplicate listings citation cleanup official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Whitespark citation services cleanup find fix listings official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Yext listings distribution network pricing official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |