Real ChatGPT answer · index seedOFOSQ4nze1UcompleteInsurance · auto insurancecomparison

What is the average DUI impact on commercial auto insurance rates for a small business owner with Liberty Mutual

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the average DUI impact on commercial auto insurance rates for a small business owner with Liberty Mutual
2 real searches · 1 real-search pass
commercial auto insurance DUI conviction premium increase percentage insurer underwriting 2026 Liberty MutualGoogle ↗
OBSERVEDConsequence
Liberty Mutual commercial auto insurance DUI driver impact premiums business policy underwriting surchargeGoogle ↗
OBSERVEDConsequence

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 (2)
Short factOther / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT2 real searches · gpt-6
commercial auto insurance DUI conviction premium increase percentage insurer underwriting 2026 Liberty Mutual Google ↗
Liberty Mutual commercial auto insurance DUI driver impact premiums business policy underwriting surcharge Google ↗
  1. INSUREDCopy · public.libertymutual-cdn.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
commercial auto insurance DUI conviction premium increase percentage insurer underwriting 2026 Liberty Mutual
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Liberty Mutual commercial auto insurance DUI driver impact premiums business policy underwriting surcharge
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1