Real ChatGPT answer · index seedFTaP5YijPp4completeInsurance · umbrella insurancebrand

How does Hartford compare to Progressive when it comes to commercial umbrella insurance pricing and customer satisfaction for small retail shops?

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does Hartford compare to Progressive when it comes to commercial umbrella insurance pricing and customer satisfaction for small retail shops?
4 real searches · 1 real-search pass
The Hartford commercial umbrella insurance small business coverage pricing underwriting retail 2026Google ↗
OBSERVEDOther / navigational
Progressive commercial umbrella insurance coverage small business pricing 2026Google ↗
OBSERVEDOther / navigational
The Hartford insurance customer satisfaction small commercial business claims J.D. Power 2025Google ↗
OBSERVEDShort fact
Progressive commercial insurance customer satisfaction small business claims J.D. Power 2025Google ↗
OBSERVEDShort fact

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 (4)
Short fact50%Other / navigational50%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
The Hartford commercial umbrella insurance small business coverage pricing underwriting retail 2026 Google ↗
Progressive commercial umbrella insurance coverage small business pricing 2026 Google ↗
The Hartford insurance customer satisfaction small commercial business claims J.D. Power 2025 Google ↗
Progressive commercial insurance customer satisfaction small business claims J.D. Power 2025 Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
The Hartford commercial umbrella insurance small business coverage pricing underwriting retail 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Progressive commercial umbrella insurance coverage small business pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
The Hartford insurance customer satisfaction small commercial business claims J.D. Power 2025
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
Progressive commercial insurance customer satisfaction small business claims J.D. Power 2025
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1