Real ChatGPT answer · index seedeJIKQey7hdccompleteParenting and family · family financesbrand

What are the best alternatives to Progressive for insuring a household with two adults and one newly licensed teenage driver in Ohio?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best alternatives to Progressive for insuring a household with two adults and one newly licensed teenage driver in Ohio?
2 real searches · 1 real-search pass
best car insurance companies Ohio teen drivers 2026 rates discounts Erie Auto Owners Cincinnati Insurance Nationwide State Farm TravelersGoogle ↗
OBSERVEDComparison
Ohio auto insurance teen driver discounts official insurers Erie Auto-Owners Nationwide State Farm Cincinnati Insurance 2026Google ↗
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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
best car insurance companies Ohio teen drivers 2026 rates discounts Erie Auto Owners Cincinnati Insurance Nationwide State Farm Travelers Google ↗
Ohio auto insurance teen driver discounts official insurers Erie Auto-Owners Nationwide State Farm Cincinnati Insurance 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best car insurance companies Ohio teen drivers 2026 rates discounts Erie Auto Owners Cincinnati Insurance Nationwide State Farm Travelers
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Ohio auto insurance teen driver discounts official insurers Erie Auto-Owners Nationwide State Farm Cincinnati Insurance 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1