Real ChatGPT answer · index seedyxbgOfze9t0completeInsurance · insurance claimscomparison

Is Progressive accident forgiveness actually worth paying extra for compared to Liberty Mutual if I only have one older car?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is Progressive accident forgiveness actually worth paying extra for compared to Liberty Mutual if I only have one older car?
3 real searches · 1 real-search pass
Progressive accident forgiveness small accident large accident eligibility cost officialGoogle ↗
OBSERVED
Liberty Mutual accident forgiveness coverage how it works officialGoogle ↗
OBSERVED
Progressive vs Liberty Mutual accident forgiveness Florida insurance policy detailsGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
Progressive accident forgiveness small accident large accident eligibility cost official Google ↗
Liberty Mutual accident forgiveness coverage how it works official Google ↗
Progressive vs Liberty Mutual accident forgiveness Florida insurance policy details Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Progressive accident forgiveness small accident large accident eligibility cost official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Liberty Mutual accident forgiveness coverage how it works official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Progressive vs Liberty Mutual accident forgiveness Florida insurance policy details
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1