Real ChatGPT answer · index seedXUoi7A3taQIcompleteInsurance · umbrella insurancecomparison

How do Progressive umbrella policy personal liability limits stack up against Liberty Mutual for a small business owner who also owns a commercial dog daycare facility?

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do Progressive umbrella policy personal liability limits stack up against Liberty Mutual for a small business owner who also owns a commercial dog daycare facility?
4 real searches · 1 real-search pass
Progressive personal umbrella policy liability limits business activities exclusion commercial umbrella dog daycare coverageGoogle ↗
OBSERVEDComparison
Liberty Mutual personal umbrella policy liability limits business exclusion commercial umbrella coverageGoogle ↗
OBSERVEDComparison
Progressive commercial umbrella insurance limits dog daycare animal care custody control exclusionGoogle ↗
OBSERVEDOther / navigational
Liberty Mutual commercial umbrella insurance limits animal care custody control dog daycareGoogle ↗
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 (4)
Short factOther / navigational25%Comparison75%ConsequenceReasonDefinitionInstructionYes / 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
Progressive personal umbrella policy liability limits business activities exclusion commercial umbrella dog daycare coverage Google ↗
Liberty Mutual personal umbrella policy liability limits business exclusion commercial umbrella coverage Google ↗
Progressive commercial umbrella insurance limits dog daycare animal care custody control exclusion Google ↗
Liberty Mutual commercial umbrella insurance limits animal care custody control dog daycare Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Progressive personal umbrella policy liability limits business activities exclusion commercial umbrella dog daycare coverage
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Liberty Mutual personal umbrella policy liability limits business exclusion commercial umbrella coverage
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Progressive commercial umbrella insurance limits dog daycare animal care custody control exclusion
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Liberty Mutual commercial umbrella insurance limits animal care custody control dog daycare
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1