Real ChatGPT answer · index seedahtalX1QJGkcompleteInsurance · umbrella insurancecomparison

Which company offers better underinsured motorist umbrella coverage right now, Chubb or Progressive, because I drive in a high risk city and need maximum protection today.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which company offers better underinsured motorist umbrella coverage right now, Chubb or Progressive, because I drive in a high risk city and need maximum protection today.
3 real searches · 1 real-search pass
2026 Chubb personal umbrella Florida uninsured underinsured motorist coverage excess UM UIM policyGoogle ↗
OBSERVEDReason
2026 Progressive personal umbrella Florida uninsured underinsured motorist coverage umbrella policyGoogle ↗
OBSERVEDOther / navigational
Florida umbrella insurance underinsured motorist coverage Chubb Progressive policy forms UM UIMGoogle ↗
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 (3)
Short factOther / navigational33%Comparison33%ConsequenceReason33%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
2026 Chubb personal umbrella Florida uninsured underinsured motorist coverage excess UM UIM policy Google ↗
2026 Progressive personal umbrella Florida uninsured underinsured motorist coverage umbrella policy Google ↗
Florida umbrella insurance underinsured motorist coverage Chubb Progressive policy forms UM UIM Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Chubb personal umbrella Florida uninsured underinsured motorist coverage excess UM UIM policy
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
2026 Progressive personal umbrella Florida uninsured underinsured motorist coverage umbrella policy
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Florida umbrella insurance underinsured motorist coverage Chubb Progressive policy forms UM UIM
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1