Real ChatGPT answer · index seedC0ocV4osOx4completeInsurance · auto insuranceinformational

What is the best way to shop around for cheaper auto insurance without spending my entire weekend filling out online quote forms

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the best way to shop around for cheaper auto insurance without spending my entire weekend filling out online quote forms
2 real searches · 1 real-search pass
best way compare auto insurance quotes without spam comparison sites independent agents direct insurers Virginia consumer guidanceGoogle ↗
OBSERVED
Virginia State Corporation Commission Bureau of Insurance auto insurance shopping compare rates consumer guideGoogle ↗
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 way compare auto insurance quotes without spam comparison sites independent agents direct insurers Virginia consumer guidance Google ↗
Virginia State Corporation Commission Bureau of Insurance auto insurance shopping compare rates consumer guide Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best way compare auto insurance quotes without spam comparison sites independent agents direct insurers Virginia consumer guidance
OBSERVED
Google ↗
AI Mode ↗
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of 1
Virginia State Corporation Commission Bureau of Insurance auto insurance shopping compare rates consumer guide
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1