Real ChatGPT answer · index seedJ1e3BRIiF9EcompleteInsurance · insurance claimscomparison

Evaluating small business interruption insurance claim support: is AmTrust or Liberty Mutual better for retail downtime?

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Evaluating small business interruption insurance claim support: is AmTrust or Liberty Mutual better for retail downtime?
4 real searches · 1 real-search pass
AmTrust small business business interruption insurance claims process retail business income coverageGoogle ↗
OBSERVEDReason
Liberty Mutual small business business interruption insurance claims process business income coverage retailGoogle ↗
OBSERVEDOther / navigational
AmTrust insurance financial strength claims ratings commercial property business interruptionGoogle ↗
OBSERVEDComparison
Liberty Mutual commercial property business interruption claims service small businessGoogle ↗
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 (4)
Short factOther / navigational25%Comparison25%ConsequenceReason25%Definition25%InstructionYes / 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
AmTrust small business business interruption insurance claims process retail business income coverage Google ↗
Liberty Mutual small business business interruption insurance claims process business income coverage retail Google ↗
AmTrust insurance financial strength claims ratings commercial property business interruption Google ↗
Liberty Mutual commercial property business interruption claims service small business Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
AmTrust small business business interruption insurance claims process retail business income coverage
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Liberty Mutual small business business interruption insurance claims process business income coverage retail
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
AmTrust insurance financial strength claims ratings commercial property business interruption
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Liberty Mutual commercial property business interruption claims service small business
OBSERVED
Google ↗
AI Mode ↗
—Definition——1x
of 1