Real ChatGPT answer · index seed01kNxDqipgYcompleteInsurance · auto insurancecomparison

Is the Geico accident forgiveness policy superior to Allstate reward programs for small business owners with clean records?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is the Geico accident forgiveness policy superior to Allstate reward programs for small business owners with clean records?
3 real searches · 1 real-search pass
GEICO accident forgiveness official eligibility first at-fault accident policy details 2026Google ↗
OBSERVEDReason
Allstate rewards programs Drivewise safe driving bonus deductible rewards official auto insurance 2026Google ↗
OBSERVEDOther / navigational
GEICO commercial auto accident forgiveness business auto Allstate commercial auto rewards programsGoogle ↗
OBSERVEDOther / navigational

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 / navigational67%ComparisonConsequenceReason33%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 accident forgiveness official eligibility first at-fault accident policy details 2026 Google ↗
Allstate rewards programs Drivewise safe driving bonus deductible rewards official auto insurance 2026 Google ↗
GEICO commercial auto accident forgiveness business auto Allstate commercial auto rewards programs Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GEICO accident forgiveness official eligibility first at-fault accident policy details 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Allstate rewards programs Drivewise safe driving bonus deductible rewards official auto insurance 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
GEICO commercial auto accident forgiveness business auto Allstate commercial auto rewards programs
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1