Real ChatGPT answer · index seedv9HCidnTABgcompleteInsurance · umbrella insurancecomparison

What are the main differences between underinsured motorist umbrella coverage offered by State Farm versus Progressive for my LLC fleet vehicles?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the main differences between underinsured motorist umbrella coverage offered by State Farm versus Progressive for my LLC fleet vehicles?
3 real searches · 1 real-search pass
State Farm commercial auto uninsured underinsured motorist coverage commercial umbrella policy UIM officialGoogle ↗
OBSERVEDOther / navigational
Progressive commercial auto uninsured underinsured motorist coverage commercial umbrella UIM officialGoogle ↗
OBSERVEDOther / navigational
Arkansas commercial auto underinsured motorist coverage umbrella insurance LLC fleet Arkansas lawGoogle ↗
OBSERVEDReason

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 (3)
Short factOther / navigational67%ComparisonConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
State Farm commercial auto uninsured underinsured motorist coverage commercial umbrella policy UIM official Google ↗
Progressive commercial auto uninsured underinsured motorist coverage commercial umbrella UIM official Google ↗
Arkansas commercial auto underinsured motorist coverage umbrella insurance LLC fleet Arkansas law Google ↗
  1. Commercial Umbrella Coverage · statefarm.com
  2. Commercial Auto Insurance Coverage · statefarm.com
  3. Uninsured Motorist Insurance · progressivecommercial.com
  4. Umbrella Insurance: Get a Free Quote · progressive.com
  5. What Does Umbrella Insurance Cover? · progressive.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
State Farm commercial auto uninsured underinsured motorist coverage commercial umbrella policy UIM official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Progressive commercial auto uninsured underinsured motorist coverage commercial umbrella UIM official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Arkansas commercial auto underinsured motorist coverage umbrella insurance LLC fleet Arkansas law
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1