Real ChatGPT answer · index seedcxU8YgAnxUEcompleteInsurance · auto insurancecomparison

Progressive commercial auto versus Travelers for my delivery van fleet, specifically comparing payment plan options and monthly fees.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Progressive commercial auto versus Travelers for my delivery van fleet, specifically comparing payment plan options and monthly fees.
2 real searches · 1 real-search pass
Progressive commercial auto insurance payment plans installment fees monthly payment fee commercial auto officialGoogle ↗
OBSERVEDOther / navigational
Travelers commercial auto insurance payment plans installment fees monthly billing officialGoogle ↗
OBSERVEDOther / navigational

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 / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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 payment plans installment fees monthly payment fee commercial auto official Google ↗
Travelers commercial auto insurance payment plans installment fees monthly billing official Google ↗
  1. Save on Commercial Auto Insurance · progressivecommercial.com
  2. Vehicle Insurance Discounts · progressivecommercial.com
  3. Travelers Commercial Auto for Small Business · travelers.com
  4. Commercial Auto Insurance | Get A Quote · travelers.com
  5. Commercial Truck Insurance: Get a Quote · progressivecommercial.com
  6. Billing and Payment · calfeeinsurance.com
  7. Travelers AMP Payment Plan · secureamp.travelers.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Progressive commercial auto insurance payment plans installment fees monthly payment fee commercial auto official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Travelers commercial auto insurance payment plans installment fees monthly billing official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1