Real ChatGPT answer · index seedzYHa9LfJ9e8completeParenting and family · teen issuescommercial

Can you suggest the best driving school packages that include defensive driving courses to help lower our family auto insurance premium?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you suggest the best driving school packages that include defensive driving courses to help lower our family auto insurance premium?
1 real search · 1 real-search pass
New York State defensive driving insurance discount approved course 10% three years DMV PIRP 2026 driving school NYC packagesGoogle ↗
OBSERVEDConsequence

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 (1)
Short factOther / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
New York State defensive driving insurance discount approved course 10% three years DMV PIRP 2026 driving school NYC packages Google ↗
  1. Driver License · NYC311 · portal.311.nyc.gov
  2. Transportation · dos.ny.gov
  3. Defensive Driving Course · ntsi.com
  4. Defensive Driving Courses New York | Driver Training Associates · drivertrainingassociates.com
  5. Accident Prevention & Defensive Driver Course Info · nycm.com
  6. Frequently Asked Questions: · acc.upgrade.defensivedriversdiscount.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
New York State defensive driving insurance discount approved course 10% three years DMV PIRP 2026 driving school NYC packages
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1