Real ChatGPT answer · index seedjpXK47x039gcompleteAutomotive · car reliability and safetyinformational
Do safety ratings from organizations like the IIHS actually lower my monthly car insurance premium as a new driver?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do safety ratings from organizations like the IIHS actually lower my monthly car insurance premium as a new driver?
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). 2 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
IIHS vehicle safety ratings insurance premiums discounts insurers safety features new drivers Google ↗
insurance company vehicle safety discounts crash ratings IIHS official insurer discount Google ↗
- Insurance Discounts and Savings · dfs.ny.gov
- Auto Insurance Information for Consumers · dfs.ny.gov
- Do Safety Features Lower Car Insurance? · amica.com
- Consumer Auto · content.naic.org
- IIHS vehicle safety ratings · iihs.org
- IIHS insurance losses by make and model · iihs.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IIHS vehicle safety ratings insurance premiums discounts insurers safety features new drivers OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
insurance company vehicle safety discounts crash ratings IIHS official insurer discount OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |