What is the current safety rating and insurance rate impact of buying a first car safely for a teenager compared to adding them to my business auto policy?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the current safety rating and insurance rate impact of buying a first car safely for a teenager compared to adding them to my business auto policy?
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 current teen driver car insurance cost add teenager to policy versus separate policy business commercial auto policy permissive use family member Ohio Google ↗
IIHS 2026 safest used cars for teens Top Safety Pick NHTSA ratings recommendations Google ↗
- Safe vehicles for teens · iihs.org
- Updated teen vehicle list spotlights good buys with solid safety credentials · iihs.org
- Automobile Insurance Guide · insurance.ohio.gov
- Cheap Teen Car Insurance in Ohio (Best Rates 2026) · insurify.com
- Car Insurance for Teens · progressive.com
- NHTSA vehicle safety ratings · nhtsa.gov
- Insuring Employees Through Commercial Auto Insurance · thehartford.com
- Individual Named Insured Endorsement · progressivecommercial.com
- Does Commercial Auto Insurance Cover Personal Use? ~ Get a Free Commercial Auto Quote · geico.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 current teen driver car insurance cost add teenager to policy versus separate policy business commercial auto policy permissive use family member Ohio OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
IIHS 2026 safest used cars for teens Top Safety Pick NHTSA ratings recommendations OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |