Is the average cost of coverage going up for small business fleets this year due to rising vehicle repair and replacement parts expenses?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is the average cost of coverage going up for small business fleets this year due to rising vehicle repair and replacement parts expenses?
2 real searches · 1 real-search pass
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). 2 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 small business fleet premiums repair costs replacement parts trend 2026 insurers Google ↗
2026 commercial auto insurance rate outlook repair severity vehicle parts labor costs fleet insurance industry report Google ↗
- Transportation Rate Guide · hubinternational.com
- Q1 2026 P&C Market Survey | Resources | CIAB · ciab.com
- Commercial Lines Insurance Pricing Survey: Q1 2026 · wtwco.com
- Commercial Auto 2026 September · core.verisk.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 commercial auto insurance small business fleet premiums repair costs replacement parts trend 2026 insurers OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
2026 commercial auto insurance rate outlook repair severity vehicle parts labor costs fleet insurance industry report OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |