Real ChatGPT answer · index seedgkt7E1Hkx8QcompleteInsurance · auto insurancecomparison

Evaluate the multi-car discount structures of American Family versus Erie when adding a newly licensed sixteen year old driver with a recent speeding ticket.

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Evaluate the multi-car discount structures of American Family versus Erie when adding a newly licensed sixteen year old driver with a recent speeding ticket.
3 real searches · 1 real-search pass
American Family auto insurance multi-car discount teen driver discount official California availabilityGoogle ↗
OBSERVED
Erie Insurance auto multi-car discount teen driver discount official states served California availabilityGoogle ↗
OBSERVED
American Family auto insurance teen speeding ticket rate impact multi car discount Erie teen driver speeding ticketGoogle ↗
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
American Family auto insurance multi-car discount teen driver discount official California availability Google ↗
Erie Insurance auto multi-car discount teen driver discount official states served California availability Google ↗
American Family auto insurance teen speeding ticket rate impact multi car discount Erie teen driver speeding ticket Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
American Family auto insurance multi-car discount teen driver discount official California availability
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Erie Insurance auto multi-car discount teen driver discount official states served California availability
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
American Family auto insurance teen speeding ticket rate impact multi car discount Erie teen driver speeding ticket
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1