Real ChatGPT answer · index seedIzGgoP2Cky4completeInsurance · auto insurancecommercial

Which insurance carriers are currently considered the best for small business contractors who drive heavy equipment to job sites daily?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which insurance carriers are currently considered the best for small business contractors who drive heavy equipment to job sites daily?
2 real searches · 1 real-search pass
best commercial auto insurance carriers small construction contractors heavy equipment hauling inland marine 2026 United StatesGoogle ↗
OBSERVEDComparison
commercial insurance carriers contractors commercial auto heavy equipment hauling equipment in transit coverage TexasGoogle ↗
OBSERVEDReason

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 (2)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
best commercial auto insurance carriers small construction contractors heavy equipment hauling inland marine 2026 United States Google ↗
commercial insurance carriers contractors commercial auto heavy equipment hauling equipment in transit coverage Texas Google ↗
  1. Best Commercial Auto Insurance Companies (2026) · moneygeek.com
  2. COMMERCIAL AUTO PROGRAMS · progressiveagent.actonsoftware.com
  3. Progressive Commercial website · progressivecommercial.com
  4. Best Commercial Auto Insurance for Contractors in 2026 · vendorrack.com
  5. Acuity website · acuity.com
  6. Best Inland Marine Insurance Companies & Coverage Guide (2026) · constructioncoverage.com
  7. Commercial Insurance Companies in Texas: 12 Carriers (2026) · logrock.com
  8. Commercial Auto Biennial Report · tdi.texas.gov
  9. Texas Commercial Auto Insurance for Contractors · txcommercialliability.com
  10. The Hartford website · thehartford.com
  11. Travelers website · travelers.com
  12. Contractor’s equipment · business.libertymutual.com
  13. Liberty Mutual Business website · business.libertymutual.com
  14. Nationwide Business website · nationwide.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best commercial auto insurance carriers small construction contractors heavy equipment hauling inland marine 2026 United States
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
commercial insurance carriers contractors commercial auto heavy equipment hauling equipment in transit coverage Texas
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1