Real ChatGPT answer · index seedP7rHHT3GfXIcompleteAutomotive · car reliability and safetyinformational
Why are some family sedans rated five stars for safety by the government but only get mediocre scores from the IIHS?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why are some family sedans rated five stars for safety by the government but only get mediocre scores from the IIHS?
1 real search · 1 real-search pass
NHTSA 5 star safety ratings vs IIHS crash tests differences small overlap moderate overlap updated testsGoogle ↗
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 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
NHTSA 5 star safety ratings vs IIHS crash tests differences small overlap moderate overlap updated tests Google ↗
- Passenger vehicle test protocols and technical information · iihs.org
- About our tests · iihs.org
- Evolution of IIHS ratings · iihs.org
- Current ratings for Small cars · iihs.org
- IIHS pushes improvements in crash avoidance with 2026 awards · iihs.org
- Car Safety Ratings | Vehicles, Car Seats, Tires · nhtsa.gov
- Government 5-Star Safety Ratings for Motor Vehicles Advertising and Communication Usage Guidelines · nhtsa.gov