Real ChatGPT answer · index seedwiSL1idZhdIcompleteInsurance · auto insurancecomparison

Do small business auto policies from Chubb have stricter good student discount criteria than Hartford for teenage part-time drivers?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Do small business auto policies from Chubb have stricter good student discount criteria than Hartford for teenage part-time drivers?
3 real searches · 1 real-search pass
Chubb small business commercial auto good student discount eligibility GPA teenage driverGoogle ↗
OBSERVED
The Hartford commercial auto good student discount eligibility GPA teenage driverGoogle ↗
OBSERVED
Chubb auto insurance good student discount criteria part time student driver commercial autoGoogle ↗
OBSERVED

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.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
Chubb small business commercial auto good student discount eligibility GPA teenage driver Google ↗
The Hartford commercial auto good student discount eligibility GPA teenage driver Google ↗
Chubb auto insurance good student discount criteria part time student driver commercial auto Google ↗
  1. TeenDriver_rebrand · assets.thehartford.com
  2. Home Discounts · chubb.com
  3. Insurance for Personal Cars · chubb.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Chubb small business commercial auto good student discount eligibility GPA teenage driver
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
The Hartford commercial auto good student discount eligibility GPA teenage driver
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Chubb auto insurance good student discount criteria part time student driver commercial auto
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1