How do traditional driving schools compare to digital driver education apps when factoring in behind the wheel insurance discounts in New York?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do traditional driving schools compare to digital driver education apps when factoring in behind the wheel insurance discounts in New York?
2 real searches · 1 real-search pass
New York DMV defensive driving insurance reduction 10 percent approved course online PIRP requirements driver education discount behind the wheel trainingGoogle ↗
OBSERVEDInstruction
New York insurance discount driver education course teen behind the wheel training app digital driver education insurance discountGoogle ↗
OBSERVEDComparison
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
New York DMV defensive driving insurance reduction 10 percent approved course online PIRP requirements driver education discount behind the wheel training Google ↗
New York insurance discount driver education course teen behind the wheel training app digital driver education insurance discount Google ↗
- Auto Insurance Information for Consumers · dfs.ny.gov
- Approved Point and Insurance Reduction Program (PIRP) Courses · dmv.ny.gov
- Become a PIRP Sponsor · dmv.ny.gov
- Car Insurance Discounts New York · statefarm.com
- NYCM Insurance | Discounts · nycm.com
- Customer Automobile FAQ · dfs.ny.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
New York DMV defensive driving insurance reduction 10 percent approved course online PIRP requirements driver education discount behind the wheel training OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
New York insurance discount driver education course teen behind the wheel training app digital driver education insurance discount OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |