Real ChatGPT answer · index seedUmpbAcafqiccompleteAutomotive · car reliability and safetybrand

Are insurance rates significantly lower for commercial fleets using top safety-rated SUVs compared to older models?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are insurance rates significantly lower for commercial fleets using top safety-rated SUVs compared to older models?
3 real searches · 1 real-search pass
commercial auto insurance premiums fleet vehicle safety features discounts newer vehicles advanced driver assistance systems insurer underwritingGoogle ↗
OBSERVED
IIHS vehicle safety ratings insurance losses crash avoidance features commercial fleet insurance premiumsGoogle ↗
OBSERVED
commercial fleet insurance vehicle age safety equipment underwriting premium factors older vehiclesGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
commercial auto insurance premiums fleet vehicle safety features discounts newer vehicles advanced driver assistance systems insurer underwriting Google ↗
IIHS vehicle safety ratings insurance losses crash avoidance features commercial fleet insurance premiums Google ↗
commercial fleet insurance vehicle age safety equipment underwriting premium factors older vehicles Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
commercial auto insurance premiums fleet vehicle safety features discounts newer vehicles advanced driver assistance systems insurer underwriting
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
IIHS vehicle safety ratings insurance losses crash avoidance features commercial fleet insurance premiums
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
commercial fleet insurance vehicle age safety equipment underwriting premium factors older vehicles
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1