Real ChatGPT answer · index seedMAGUcivOu1kcompleteInsurance · auto insurancecomparison

Do companies like Root or Metromile actually save money compared to traditional insurers like Progressive for college students who work remotely?

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Do companies like Root or Metromile actually save money compared to traditional insurers like Progressive for college students who work remotely?
4 real searches · 1 real-search pass
Root Insurance Metromile Lemonade pay per mile auto insurance 2026 availability pricing young driversGoogle ↗
OBSERVED
Root Insurance telematics pricing driving score how rates determined officialGoogle ↗
OBSERVED
Metromile Lemonade pay per mile insurance current availability states mileage pricing official 2026Google ↗
OBSERVED
Progressive Snapshot telematics discount mileage student car insurance officialGoogle ↗
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 4 queries…

Searches and sources

ChatGPT4 real searches · gpt-6
Root Insurance Metromile Lemonade pay per mile auto insurance 2026 availability pricing young drivers Google ↗
Root Insurance telematics pricing driving score how rates determined official Google ↗
Metromile Lemonade pay per mile insurance current availability states mileage pricing official 2026 Google ↗
Progressive Snapshot telematics discount mileage student car insurance official Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Root Insurance Metromile Lemonade pay per mile auto insurance 2026 availability pricing young drivers
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Root Insurance telematics pricing driving score how rates determined official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Metromile Lemonade pay per mile insurance current availability states mileage pricing official 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Progressive Snapshot telematics discount mileage student car insurance official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1