Real ChatGPT answer · index seeddH7S9NZn7mgcompleteInsurance · auto insurancecomparison

Looking at AAA versus Allstate for roadside assistance, which company has fewer hidden service fees when you are stranded with kids?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Looking at AAA versus Allstate for roadside assistance, which company has fewer hidden service fees when you are stranded with kids?
2 real searches · 1 real-search pass
AAA roadside assistance membership terms service fees towing limits Allstate roadside assistance terms service fees 2026Google ↗
OBSERVED
AAA roadside assistance membership fees towing mileage limits service call fees 2026 vs Allstate Motor Club roadside assistance fees towing limitsGoogle ↗
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
AAA roadside assistance membership terms service fees towing limits Allstate roadside assistance terms service fees 2026 Google ↗
AAA roadside assistance membership fees towing mileage limits service call fees 2026 vs Allstate Motor Club roadside assistance fees towing limits Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
AAA roadside assistance membership terms service fees towing limits Allstate roadside assistance terms service fees 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
AAA roadside assistance membership fees towing mileage limits service call fees 2026 vs Allstate Motor Club roadside assistance fees towing limits
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1