Which heavy duty truck has the cheapest insurance rates for a twenty three year old starting an independent delivery gig using a Ram 2500
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which heavy duty truck has the cheapest insurance rates for a twenty three year old starting an independent delivery gig using a Ram 2500
2 real searches · 1 real-search pass
2026 commercial auto insurance rates young drivers pickup truck delivery business Ram 2500 Ford F-250 Chevrolet Silverado 2500HD insurance comparisonGoogle ↗
OBSERVEDComparison
commercial auto insurance delivery driver age 23 pickup truck underwriting factors independent contractorGoogle ↗
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)
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
2026 commercial auto insurance rates young drivers pickup truck delivery business Ram 2500 Ford F-250 Chevrolet Silverado 2500HD insurance comparison Google ↗
commercial auto insurance delivery driver age 23 pickup truck underwriting factors independent contractor Google ↗
- Commercial Auto Insurance Cost · progressivecommercial.com
- Best Commercial Pickup Truck Insurance (2026 Guide) · moneygeek.com
- Cheapest Commercial Truck Insurance (2026 Rates) · moneygeek.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 commercial auto insurance rates young drivers pickup truck delivery business Ram 2500 Ford F-250 Chevrolet Silverado 2500HD insurance comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
commercial auto insurance delivery driver age 23 pickup truck underwriting factors independent contractor OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |