Real ChatGPT answer · index seedxs3xtro6E3gcompleteInsurance · auto insurancecomparison

Compare the deductible amount selection flexibility for commercial vehicles between American Family and Allstate to help me lower our monthly overhead.

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the deductible amount selection flexibility for commercial vehicles between American Family and Allstate to help me lower our monthly overhead.
3 real searches · 1 real-search pass
American Family vs Allstate commercial auto deductible flexibility policy deductible choices 2026Google ↗
OBSERVEDComparison
American Family commercial auto insurance deductible options collision comprehensive deductible business vehiclesGoogle ↗
OBSERVEDComparison
Allstate commercial auto insurance deductible options collision comprehensive deductible business vehiclesGoogle ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
American Family vs Allstate commercial auto deductible flexibility policy deductible choices 2026 Google ↗
American Family commercial auto insurance deductible options collision comprehensive deductible business vehicles Google ↗
Allstate commercial auto insurance deductible options collision comprehensive deductible business vehicles Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
American Family vs Allstate commercial auto deductible flexibility policy deductible choices 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
American Family commercial auto insurance deductible options collision comprehensive deductible business vehicles
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Allstate commercial auto insurance deductible options collision comprehensive deductible business vehicles
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1