Real ChatGPT answer · index seedycz2kSSFlIwcompleteAutomotive · car reliability and safetyinformational
Looking for data on midsize SUVs with the highest rollover resistance ratings and lowest insurance claim frequencies when driven by high school and college-aged drivers.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for data on midsize SUVs with the highest rollover resistance ratings and lowest insurance claim frequencies when driven by high school and college-aged drivers.
4 real searches · 1 real-search pass
NHTSA rollover resistance ratings midsize SUV 2026 HLDI insurance losses vehicle age young drivers dataGoogle ↗
OBSERVEDShort fact
NHTSA rollover resistance ratings midsize SUVs 2025 2026 5 star vehicle listingsGoogle ↗
OBSERVEDComparison
HLDI insurance losses midsize SUVs collision claim frequency vehicle models young drivers age dataGoogle ↗
OBSERVEDReason
IIHS HLDI insurance losses midsize SUVs claim frequency model year data SUVGoogle ↗
OBSERVEDReason
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
NHTSA rollover resistance ratings midsize SUV 2026 HLDI insurance losses vehicle age young drivers data Google ↗
NHTSA rollover resistance ratings midsize SUVs 2025 2026 5 star vehicle listings Google ↗
HLDI insurance losses midsize SUVs collision claim frequency vehicle models young drivers age data Google ↗
IIHS HLDI insurance losses midsize SUVs claim frequency model year data SUV Google ↗
- Auto insurance · iihs.org
- Insurance losses by make and model · iihs-staging.iihs.org
- HLDI Bulletin - Young teen crash risk by vehicle type · iihs.org
- Car Insurance Cost by Model, Class and Brand: HLDI Loss Data · informedforlife.com
- Car Safety Ratings | Vehicles, Car Seats, Tires · nhtsa.gov
- NHTSA Datasets and APIs · nhtsa.gov
- 2025 SUBARU Ascent | Road tests · caaquebec.com
- 2025 Subaru Ascent Prices, Reviews, and Pictures · edmunds.com
- Current ratings for Midsize SUVs · iihs.org
- 2025 TOP SAFETY PICKs · iihs.org
- View insurance-loss tables · iihs.org
- Explore IIHS ratings · iihs.org
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
NHTSA rollover resistance ratings midsize SUV 2026 HLDI insurance losses vehicle age young drivers data OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
NHTSA rollover resistance ratings midsize SUVs 2025 2026 5 star vehicle listings OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
HLDI insurance losses midsize SUVs collision claim frequency vehicle models young drivers age data OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
IIHS HLDI insurance losses midsize SUVs claim frequency model year data SUV OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |