Where can a small business owner with a clean driving record shop around for cheap auto insurance rates online?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Where can a small business owner with a clean driving record shop around for cheap auto insurance rates online?
2 real searches · 1 real-search pass
2026 auto insurance comparison sites commercial auto insurance small business owner clean driving record insurer official quotesGoogle ↗
OBSERVEDComparison
best online auto insurance quote comparison websites independent brokers small business owners commercial auto insurance US 2026Google ↗
OBSERVEDComparison
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).
Searches and sources
ChatGPT2 real searches · gpt-6
2026 auto insurance comparison sites commercial auto insurance small business owner clean driving record insurer official quotes Google ↗
best online auto insurance quote comparison websites independent brokers small business owners commercial auto insurance US 2026 Google ↗
- Get a free quote · progressivecommercial.com
- Cheapest Commercial Auto Insurance in Texas (From $191/month) · moneygeek.com
- Compare quotes · insurify.com
- Best Car Insurance Comparison Sites (2026 Guide) · insurify.com
- Get commercial auto quotes · insureon.com
- Get a quote · geico.com
- Compare business insurance · simplybusiness.com
- Best Online Business Insurance Companies 2026 · nerdwallet.com
- HelpInsure.com · helpinsure.com
- Auto Insurance Shopping Guide · opic.texas.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 auto insurance comparison sites commercial auto insurance small business owner clean driving record insurer official quotes OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
best online auto insurance quote comparison websites independent brokers small business owners commercial auto insurance US 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |