Can you find me top rated insurance agents in Montgomery County PA who specialize in writing commercial umbrella policies for local contractors?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you find me top rated insurance agents in Montgomery County PA who specialize in writing commercial umbrella policies for local contractors?
1 real search · 1 real-search pass
Montgomery County Pennsylvania independent insurance agency contractors commercial umbrella liability insuranceGoogle ↗
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
Montgomery County Pennsylvania independent insurance agency contractors commercial umbrella liability insurance Google ↗
- The Stoll Agency · howdoyoulikethis.com
- Stoll Agency | Construction Insurance & Surety Bonds · howdoyoulikethis.com
- Commercial Umbrella Insurance · summitstoneinsurance.com