Real ChatGPT answer · index seedZ86eC3NNBlEcompleteInsurance · auto insurancecommercial

Which roadside assistance add-on is the most budget-friendly among Allstate, Progressive, and State Farm?

ChatGPTgpt-61 query10/31/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Which roadside assistance add-on is the most budget-friendly among Allstate, Progressive, and State Farm?
1 real search · 1 real-search pass
Allstate Progressive State Farm roadside assistance add-on cost annual price 2026 comparisonGoogle ↗
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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
Allstate Progressive State Farm roadside assistance add-on cost annual price 2026 comparison Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Allstate Progressive State Farm roadside assistance add-on cost annual price 2026 comparison
OBSERVED
Google ↗
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