Real ChatGPT answer · index seedPeNHLEpjAKAcompleteInsurance · auto insurancecomparison

How do personal injury protection benefits differ between Allstate and Progressive for small business owners in no-fault states?

ChatGPTgpt-64 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do personal injury protection benefits differ between Allstate and Progressive for small business owners in no-fault states?
4 real searches · 1 real-search pass
Allstate personal injury protection PIP commercial auto insurance no-fault states small business owners coverageGoogle ↗
OBSERVED
Progressive personal injury protection PIP commercial auto insurance no-fault states coverageGoogle ↗
OBSERVED
Allstate business auto insurance PIP medical payments no-fault stateGoogle ↗
OBSERVED
Progressive commercial auto insurance personal injury protection PIP no-fault statesGoogle ↗
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 4 queries…

Searches and sources

ChatGPT4 real searches · gpt-6
Allstate personal injury protection PIP commercial auto insurance no-fault states small business owners coverage Google ↗
Progressive personal injury protection PIP commercial auto insurance no-fault states coverage Google ↗
Allstate business auto insurance PIP medical payments no-fault state Google ↗
Progressive commercial auto insurance personal injury protection PIP no-fault states Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Allstate personal injury protection PIP commercial auto insurance no-fault states small business owners coverage
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Progressive personal injury protection PIP commercial auto insurance no-fault states coverage
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Allstate business auto insurance PIP medical payments no-fault state
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Progressive commercial auto insurance personal injury protection PIP no-fault states
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1