Real ChatGPT answer · index seedReG8sCTyarwcompleteInsurance · business insuranceinformational

How does Progressive calculate commercial auto rates for part-time drivers, because I need to cut my fleet insurance expenses immediately?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does Progressive calculate commercial auto rates for part-time drivers, because I need to cut my fleet insurance expenses immediately?
2 real searches · 1 real-search pass
Progressive commercial auto insurance part-time drivers rating rules mileage driver classification official 2026Google ↗
OBSERVEDShort fact
Progressive commercial auto insurance rating factors part-time drivers mileage driver schedule officialGoogle ↗
OBSERVEDReason

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 fact50%Other / navigationalComparisonConsequenceReason50%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 insurance part-time drivers rating rules mileage driver classification official 2026 Google ↗
Progressive commercial auto insurance rating factors part-time drivers mileage driver schedule official Google ↗
  1. Commercial Auto Insurance Quote · progressivecommercial.com
  2. Insurance Quote Checklist · progressivecommercial.com
  3. Snapshot ProView® · progressivecommercial.com
  4. Commercial Auto Insurance Cost · progressivecommercial.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Progressive commercial auto insurance part-time drivers rating rules mileage driver classification official 2026
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
Progressive commercial auto insurance rating factors part-time drivers mileage driver schedule official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1