Real ChatGPT answer · index seedgAXOax5dprYcompleteAutomotive · car reliability and safetyinformational
I am trying to compare the latest safety ratings for compact SUVs, but there are so many acronyms like IIHS and NHTSA. Which rating system actually matters more for real-world protection?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am trying to compare the latest safety ratings for compact SUVs, but there are so many acronyms like IIHS and NHTSA. Which rating system actually matters more for real-world protection?
2 real searches · 1 real-search pass
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)
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
2026 IIHS Top Safety Pick compact SUVs ratings 2026 official IIHS moderate overlap side crash tests Google ↗
NHTSA 5 star safety ratings New Car Assessment Program frontal side rollover official Google ↗
- 2026 TOP SAFETY PICKs · iihs.org
- Current ratings for Small SUVs · iihs.org
- Car Safety Ratings | Vehicles, Car Seats, Tires · nhtsa.gov
- Resources Related to NHTSA's New Car Assessment Program · nhtsa.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 IIHS Top Safety Pick compact SUVs ratings 2026 official IIHS moderate overlap side crash tests OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
NHTSA 5 star safety ratings New Car Assessment Program frontal side rollover official OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |