Real ChatGPT answer · index seedAyinYbkyHkccompleteInsurance · auto insurancecomparison

Can you check if Progressive or Travelers is currently better for commercial auto insurance needs for a retired handyman?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you check if Progressive or Travelers is currently better for commercial auto insurance needs for a retired handyman?
3 real searches · 1 real-search pass
Progressive commercial auto insurance handyman contractor coverage Florida 2026 Travelers commercial auto insurance contractors coverage eligibility retired occasional workGoogle ↗
OBSERVEDComparison
Progressive commercial auto insurance official coverage contractors business auto FloridaGoogle ↗
OBSERVEDOther / navigational
Travelers commercial auto insurance official contractors business auto coverage FloridaGoogle ↗
OBSERVEDOther / navigational

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 / navigational67%Comparison33%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 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
Progressive commercial auto insurance handyman contractor coverage Florida 2026 Travelers commercial auto insurance contractors coverage eligibility retired occasional work Google ↗
Progressive commercial auto insurance official coverage contractors business auto Florida Google ↗
Travelers commercial auto insurance official contractors business auto coverage Florida Google ↗
  1. Florida Commercial Auto Insurance · progressivecommercial.com
  2. Handyman Insurance: Get a Quote · progressivecommercial.com
  3. Commercial Auto Insurance | Get A Quote · travelers.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Progressive commercial auto insurance handyman contractor coverage Florida 2026 Travelers commercial auto insurance contractors coverage eligibility retired occasional work
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Progressive commercial auto insurance official coverage contractors business auto Florida
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Travelers commercial auto insurance official contractors business auto coverage Florida
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1