Real ChatGPT answer · index seed4VCg5Afj0fUcompleteInsurance · auto insurancecommercial

How do different auto insurance providers calculate the rate increase for teenagers, and which companies currently offer the lowest family rates for young drivers?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do different auto insurance providers calculate the rate increase for teenagers, and which companies currently offer the lowest family rates for young drivers?
3 real searches · 1 real-search pass
2026 2025 cheapest car insurance companies adding teen driver to parents policy family rates State Farm Erie Nationwide USAA GEICO studyGoogle ↗
OBSERVEDComparison
Kentucky teen driver car insurance rates adding teenager family policy cheapest insurers 2026Google ↗
OBSERVEDComparison
Kentucky auto insurance teen driver good student discount defensive driving discount insurer 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 (3)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
2026 2025 cheapest car insurance companies adding teen driver to parents policy family rates State Farm Erie Nationwide USAA GEICO study Google ↗
Kentucky teen driver car insurance rates adding teenager family policy cheapest insurers 2026 Google ↗
Kentucky auto insurance teen driver good student discount defensive driving discount insurer official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 2025 cheapest car insurance companies adding teen driver to parents policy family rates State Farm Erie Nationwide USAA GEICO study
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Kentucky teen driver car insurance rates adding teenager family policy cheapest insurers 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Kentucky auto insurance teen driver good student discount defensive driving discount insurer official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1