Real ChatGPT answer · index seedHggMY6RPABwcompleteInsurance · auto insurancecomparison

Geico versus Progressive, which one is more forgiving if I got a parking ticket last month on my fixed income?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Geico versus Progressive, which one is more forgiving if I got a parking ticket last month on my fixed income?
2 real searches · 1 real-search pass
California auto insurance parking ticket affect rates GEICO Progressive parking citation moving violationGoogle ↗
OBSERVEDConsequence
GEICO Progressive low mileage discounts payment options fixed income California auto insurance officialGoogle ↗
OBSERVEDComparison

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). 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
California auto insurance parking ticket affect rates GEICO Progressive parking citation moving violation Google ↗
GEICO Progressive low mileage discounts payment options fixed income California auto insurance official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
California auto insurance parking ticket affect rates GEICO Progressive parking citation moving violation
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
GEICO Progressive low mileage discounts payment options fixed income California auto insurance official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1