Real ChatGPT answer · index seedJW7xdbP5jG0completeInsurance · business insurancecomparison

What are the hidden surcharge triggers in a Progressive commercial auto policy when adding drivers with minor moving violations in California?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the hidden surcharge triggers in a Progressive commercial auto policy when adding drivers with minor moving violations in California?
2 real searches · 1 real-search pass
Progressive commercial auto California driver violations surcharge minor moving violation underwriting rating rules adding driverGoogle ↗
OBSERVEDReason
California commercial auto insurance driving record surcharge moving violations insurance regulations rating planGoogle ↗
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 (2)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Progressive commercial auto California driver violations surcharge minor moving violation underwriting rating rules adding driver Google ↗
California commercial auto insurance driving record surcharge moving violations insurance regulations rating plan Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Progressive commercial auto California driver violations surcharge minor moving violation underwriting rating rules adding driver
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
California commercial auto insurance driving record surcharge moving violations insurance regulations rating plan
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1