Real ChatGPT answer · index seedJqfyO48rmfocompleteInsurance · umbrella insurancecomparison

GEICO personal umbrella insurance vs Liberty Mutual umbrella coverage for a self-employed contractor with a commercial vehicle and home office.

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
GEICO personal umbrella insurance vs Liberty Mutual umbrella coverage for a self-employed contractor with a commercial vehicle and home office.
3 real searches · 1 real-search pass
GEICO personal umbrella policy eligibility commercial auto business activities New YorkGoogle ↗
OBSERVEDOther / navigational
Liberty Mutual personal umbrella insurance commercial auto business exclusions self-employed contractorGoogle ↗
OBSERVEDYes / no
New York personal umbrella insurance contractor commercial vehicle business liability coverage official insurer policyGoogle ↗
OBSERVEDDefinition

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%ComparisonConsequenceReasonDefinition33%InstructionYes / no33%

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
GEICO personal umbrella policy eligibility commercial auto business activities New York Google ↗
Liberty Mutual personal umbrella insurance commercial auto business exclusions self-employed contractor Google ↗
New York personal umbrella insurance contractor commercial vehicle business liability coverage official insurer policy Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GEICO personal umbrella policy eligibility commercial auto business activities New York
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Liberty Mutual personal umbrella insurance commercial auto business exclusions self-employed contractor
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1
New York personal umbrella insurance contractor commercial vehicle business liability coverage official insurer policy
OBSERVED
Google ↗
AI Mode ↗
—Definition——1x
of 1