Real ChatGPT answer · index seedJjerEy0HuyEcompleteInsurance · auto insurancecomparison

Which company between American Family and Progressive increases rates less after a single parking ticket for a senior driver?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which company between American Family and Progressive increases rates less after a single parking ticket for a senior driver?
2 real searches · 1 real-search pass
American Family Progressive car insurance rate increase parking ticket one parking ticket senior driver comparisonGoogle ↗
OBSERVEDComparison
American Family Progressive parking ticket affect car insurance rates parking violation moving violationGoogle ↗
OBSERVEDConsequence

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 / navigationalComparison50%Consequence50%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT2 real searches · gpt-6
American Family Progressive car insurance rate increase parking ticket one parking ticket senior driver comparison Google ↗
American Family Progressive parking ticket affect car insurance rates parking violation moving violation Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
American Family Progressive car insurance rate increase parking ticket one parking ticket senior driver comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
American Family Progressive parking ticket affect car insurance rates parking violation moving violation
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1