Real ChatGPT answer · index seedvmWsxykCGgUcompleteInsurance · umbrella insurancebrand

Are there any discount mutual insurance companies offering cheaper umbrella policies than the major national brands like Allstate or State Farm?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any discount mutual insurance companies offering cheaper umbrella policies than the major national brands like Allstate or State Farm?
2 real searches · 1 real-search pass
Florida umbrella insurance mutual companies Auto-Owners Florida Farm Bureau Amica NJM umbrella policy availability independent agents cheaper ratesGoogle ↗
OBSERVEDComparison
mutual insurance companies personal umbrella policy competitive rates regional insurers USGoogle ↗
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 (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT2 real searches · gpt-6
Florida umbrella insurance mutual companies Auto-Owners Florida Farm Bureau Amica NJM umbrella policy availability independent agents cheaper rates Google ↗
mutual insurance companies personal umbrella policy competitive rates regional insurers US Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Florida umbrella insurance mutual companies Auto-Owners Florida Farm Bureau Amica NJM umbrella policy availability independent agents cheaper rates
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
mutual insurance companies personal umbrella policy competitive rates regional insurers US
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1