Which auto insurance provider has a more lenient safe driver discount program for parents commuting daily in heavy traffic
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which auto insurance provider has a more lenient safe driver discount program for parents commuting daily in heavy traffic
4 real searches · 1 real-search pass
Ohio auto insurance safe driver telematics programs State Farm Drive Safe Save Progressive Snapshot Allstate Drivewise Nationwide SmartRide GEICO DriveEasy hard braking mileage premium increaseGoogle ↗
OBSERVEDConsequence
official State Farm Drive Safe & Save discount does not increase premium driving behavior mileage OhioGoogle ↗
OBSERVEDConsequence
official Progressive Snapshot can raise rates hard braking mileage discountGoogle ↗
OBSERVEDConsequence
official Nationwide SmartRide hard braking mileage discount programGoogle ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
Ohio auto insurance safe driver telematics programs State Farm Drive Safe Save Progressive Snapshot Allstate Drivewise Nationwide SmartRide GEICO DriveEasy hard braking mileage premium increase Google ↗
official State Farm Drive Safe & Save discount does not increase premium driving behavior mileage Ohio Google ↗
official Progressive Snapshot can raise rates hard braking mileage discount Google ↗
official Nationwide SmartRide hard braking mileage discount program Google ↗
- Drive Safe & Save® – Safe Driver Discounts · statefarm.com
- Have Drive Safe & Save Questions? We've Got Answers. · statefarm.com
- How Telematics Insurance Works—and Who It’s Best For · thezebra.com
- SmartRide · nationwide.com
- Best Usage-Based Insurance · bankrate.com
- What Is Telematics Car Insurance? (2026 Guide) · moneygeek.com
- Car Insurance Telematics Discounts · consumerreports.org
- Program details · progressive.com
- Telematics, AI & auto insurance: Data privacy and rising premiums · insurance.com
- Usage-based insurance discounts: How to save based on how you drive · insurance.com
- Program details · allstate.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Ohio auto insurance safe driver telematics programs State Farm Drive Safe Save Progressive Snapshot Allstate Drivewise Nationwide SmartRide GEICO DriveEasy hard braking mileage premium increase OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
official State Farm Drive Safe & Save discount does not increase premium driving behavior mileage Ohio OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
official Progressive Snapshot can raise rates hard braking mileage discount OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
official Nationwide SmartRide hard braking mileage discount program OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |