Real ChatGPT answer · index seedVIKNdlrJahMcompleteMarketing and advertising · local marketingcomparison
I need to pick between BrightLocal and Whitespark for my roofing company today because our ranking dropped and I have to present a fix to my boss this afternoon.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need to pick between BrightLocal and Whitespark for my roofing company today because our ranking dropped and I have to present a fix to my boss this afternoon.
1 real search · 1 real-search pass
BrightLocal vs Whitespark 2026 pricing features local SEO rank tracking citation building reputation managementGoogle ↗
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
BrightLocal vs Whitespark 2026 pricing features local SEO rank tracking citation building reputation management Google ↗
- BrightLocal - Local SEO Platform, Citations, Services, and APIs · brightlocal.com
- What is included in my subscription plan? · help.brightlocal.com
- Pricing: How Much do Whitespark Software & Services Cost? · whitespark.ca
- BrightLocal vs Whitespark (2026): Which One Wins? · searchblueprint.io
- BrightLocal pricing · brightlocal.com