Real ChatGPT answer · index seedh73vxa0EyrwcompleteInsurance · auto insurancecommercial

Looking for recommendations on telematics tracking apps that actually lower your insurance bill instead of just raising it.

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Looking for recommendations on telematics tracking apps that actually lower your insurance bill instead of just raising it.
2 real searches · 1 real-search pass
US auto insurance telematics programs discounts premiums increase renewal State Farm Drive Safe Save Progressive Snapshot Allstate Drivewise Nationwide SmartRide 2026Google ↗
OBSERVED
consumer complaints telematics insurance apps premium increases rate hikes driving data opt out USGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
US auto insurance telematics programs discounts premiums increase renewal State Farm Drive Safe Save Progressive Snapshot Allstate Drivewise Nationwide SmartRide 2026 Google ↗
consumer complaints telematics insurance apps premium increases rate hikes driving data opt out US Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
US auto insurance telematics programs discounts premiums increase renewal State Farm Drive Safe Save Progressive Snapshot Allstate Drivewise Nationwide SmartRide 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
consumer complaints telematics insurance apps premium increases rate hikes driving data opt out US
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1