Real ChatGPT answer · index seeda03beRFrr5McompleteInsurance · auto insurancecomparison

Is State Farm actually better than Allstate when you need to switch auto insurance mid-term without getting hit with massive cancellation fees?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is State Farm actually better than Allstate when you need to switch auto insurance mid-term without getting hit with massive cancellation fees?
3 real searches · 1 real-search pass
Texas auto insurance policyholder cancel policy midterm cancellation fee short rate refund unearned premium Texas lawGoogle ↗
OBSERVEDConsequence
State Farm auto insurance cancellation midterm refund cancellation fee policyGoogle ↗
OBSERVEDComparison
Allstate auto insurance cancel policy midterm cancellation fee refund TexasGoogle ↗
OBSERVEDConsequence

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.

ChatGPT real searches (3)
Short factOther / navigationalComparison33%Consequence67%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Texas auto insurance policyholder cancel policy midterm cancellation fee short rate refund unearned premium Texas law Google ↗
State Farm auto insurance cancellation midterm refund cancellation fee policy Google ↗
Allstate auto insurance cancel policy midterm cancellation fee refund Texas Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Texas auto insurance policyholder cancel policy midterm cancellation fee short rate refund unearned premium Texas law
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
State Farm auto insurance cancellation midterm refund cancellation fee policy
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Allstate auto insurance cancel policy midterm cancellation fee refund Texas
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1