Real ChatGPT answer · index seedoEfMgyqThgwcompleteInsurance · auto insurancecommercial

Which insurance companies provide the best mobile app features for managing roadside assistance requests when you are stranded with kids in the car?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which insurance companies provide the best mobile app features for managing roadside assistance requests when you are stranded with kids in the car?
2 real searches · 1 real-search pass
best auto insurance mobile apps roadside assistance request GPS tracking live ETA State Farm GEICO Allstate Progressive Nationwide 2026Google ↗
OBSERVED
official insurance app roadside assistance request track tow truck GPS location app State Farm GEICO Allstate ProgressiveGoogle ↗
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
best auto insurance mobile apps roadside assistance request GPS tracking live ETA State Farm GEICO Allstate Progressive Nationwide 2026 Google ↗
official insurance app roadside assistance request track tow truck GPS location app State Farm GEICO Allstate Progressive Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best auto insurance mobile apps roadside assistance request GPS tracking live ETA State Farm GEICO Allstate Progressive Nationwide 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
official insurance app roadside assistance request track tow truck GPS location app State Farm GEICO Allstate Progressive
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1