Real ChatGPT answer · index seedmlcfn8GpRdMcompleteInsurance · business insurancecomparison

Can a Progressive commercial auto policy be customized for a fleet of catering vans better than a policy from Liberty Mutual?

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can a Progressive commercial auto policy be customized for a fleet of catering vans better than a policy from Liberty Mutual?
3 real searches · 1 real-search pass
Progressive commercial auto fleet insurance coverage fleet vehicles official business autoGoogle ↗
OBSERVED
Liberty Mutual commercial auto fleet insurance coverage official business autoGoogle ↗
OBSERVED
Progressive commercial auto catering business food delivery vans coverage exclusionsGoogle ↗
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 commercial auto fleet insurance coverage fleet vehicles official business auto Google ↗
Liberty Mutual commercial auto fleet insurance coverage official business auto Google ↗
Progressive commercial auto catering business food delivery vans coverage exclusions Google ↗
  1. Guide to Understanding Fleet Insurance · progressivecommercial.com
  2. Commercial Auto Insurance Coverage · progressivecommercial.com
  3. Small Business Auto Insurance Coverage · libertymutual.com
  4. Commercial auto and fleet · business.libertymutual.com
  5. What We Do Not Insure · progressivecommercial.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Progressive commercial auto fleet insurance coverage fleet vehicles official business auto
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Liberty Mutual commercial auto fleet insurance coverage official business auto
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Progressive commercial auto catering business food delivery vans coverage exclusions
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1