Real ChatGPT answer · index seedvKxY31ddLl4completeInsurance · auto insurancecomparison

Which carrier handles long-term risk tiering better for high-risk drivers needing an SR-22, Geico or Allstate?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which carrier handles long-term risk tiering better for high-risk drivers needing an SR-22, Geico or Allstate?
3 real searches · 1 real-search pass
GEICO SR-22 insurance underwriting high risk drivers state availability renewal pricing driving record improvementGoogle ↗
OBSERVEDReason
Allstate SR-22 insurance high risk drivers underwriting renewal driving record improvementGoogle ↗
OBSERVEDReason
Wisconsin SR-22 insurance requirements insurer filing duration Wisconsin OCIGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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
GEICO SR-22 insurance underwriting high risk drivers state availability renewal pricing driving record improvement Google ↗
Allstate SR-22 insurance high risk drivers underwriting renewal driving record improvement Google ↗
Wisconsin SR-22 insurance requirements insurer filing duration Wisconsin OCI Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GEICO SR-22 insurance underwriting high risk drivers state availability renewal pricing driving record improvement
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Allstate SR-22 insurance high risk drivers underwriting renewal driving record improvement
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Wisconsin SR-22 insurance requirements insurer filing duration Wisconsin OCI
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1