Real ChatGPT answer · index seedHwV9njO5cvccompleteMarketing and advertising · local marketingcomparison
Is BrightLocal citation cleanup service better than hiring a freelancer on Upwork to fix my business address and phone number errors online?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is BrightLocal citation cleanup service better than hiring a freelancer on Upwork to fix my business address and phone number errors online?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
BrightLocal citation builder citation cleanup service pricing duplicate suppression data aggregators official Google ↗
Upwork local SEO citation cleanup freelancer pricing directory listings NAP consistency risks Google ↗
- How much does Citation Builder cost when paying by card? · help.brightlocal.com
- Local Citation Building Service · brightlocal.com
- Do I need a subscription plan to use Citation Builder? · help.brightlocal.com
- Local Citation Cleanup & NAP Consistency Audit · upwork.com
- Local Citation Cleanup & NAP Consistency Audit · upwork.com
- Upwork · upwork.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
BrightLocal citation builder citation cleanup service pricing duplicate suppression data aggregators official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Upwork local SEO citation cleanup freelancer pricing directory listings NAP consistency risks OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |