Real ChatGPT answer · index seed2uT5tEvQdmUcompleteInsurance · business insurancecomparison

How does the State Farm business owner policy stack up against Allstate for someone operating an LLC on a strict college budget

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

The searches the AI actually ran for this prompt.

SEED QUERY
How does the State Farm business owner policy stack up against Allstate for someone operating an LLC on a strict college budget
3 real searches · 1 real-search pass
State Farm business owners policy official coverage business insurance BOPGoogle ↗
OBSERVEDOther / navigational
Allstate business owners policy official coverage BOP small business insuranceGoogle ↗
OBSERVEDOther / navigational
State Farm vs Allstate business insurance BOP cost comparison 2026Google ↗
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 / navigational67%Comparison33%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
State Farm business owners policy official coverage business insurance BOP Google ↗
Allstate business owners policy official coverage BOP small business insurance Google ↗
State Farm vs Allstate business insurance BOP cost comparison 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
State Farm business owners policy official coverage business insurance BOP
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Allstate business owners policy official coverage BOP small business insurance
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
State Farm vs Allstate business insurance BOP cost comparison 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1