Real ChatGPT answer · index seedVAGBeLVOMWgcompleteInsurance · auto insurancebrand

Liberty Mutual wants to charge me an extra fifty dollars a month just to add a new used sedan to my policy, why is it so expensive?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Liberty Mutual wants to charge me an extra fifty dollars a month just to add a new used sedan to my policy, why is it so expensive?
2 real searches · 1 real-search pass
Liberty Mutual auto insurance adding a vehicle premium how rates calculated 2026Google ↗
OBSERVED
Liberty Mutual adding vehicle auto insurance premium factors multi-car coverage officialGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Liberty Mutual auto insurance adding a vehicle premium how rates calculated 2026 Google ↗
Liberty Mutual adding vehicle auto insurance premium factors multi-car coverage official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Liberty Mutual auto insurance adding a vehicle premium how rates calculated 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Liberty Mutual adding vehicle auto insurance premium factors multi-car coverage official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1