Real ChatGPT answer · index seedfKGw1jg111wcompleteInsurance · auto insurancecomparison

Is State Farm better than Allstate for getting the good student discount applied quickly after my GPA comes out

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is State Farm better than Allstate for getting the good student discount applied quickly after my GPA comes out
2 real searches · 1 real-search pass
State Farm good student discount California proof GPA report card processing apply discount policyGoogle ↗
OBSERVEDYes / no
Allstate good student discount California proof GPA report card processing apply discount policyGoogle ↗
OBSERVEDYes / no

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 / navigationalComparisonConsequenceReasonDefinitionInstructionYes / no100%

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
State Farm good student discount California proof GPA report card processing apply discount policy Google ↗
Allstate good student discount California proof GPA report card processing apply discount policy Google ↗
  1. Car Insurance Discounts California · statefarm.com
  2. Car Insurance for Teen Drivers · www-prodb.statefarm.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
State Farm good student discount California proof GPA report card processing apply discount policy
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1
Allstate good student discount California proof GPA report card processing apply discount policy
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1