Is Auto-Owners Insurance cheaper than Progressive for an umbrella policy that covers a small home consulting business on a strict budget?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Auto-Owners Insurance cheaper than Progressive for an umbrella policy that covers a small home consulting business on a strict budget?
3 real searches · 1 real-search pass
Auto-Owners Insurance commercial umbrella liability small business coverage eligibility pricing independent agent 2026Google ↗
OBSERVEDComparison
Progressive commercial umbrella insurance small business coverage pricing eligibility 2026Google ↗
OBSERVEDOther / navigational
personal umbrella insurance business activities excluded commercial umbrella consulting business coverage insurer officialGoogle ↗
OBSERVEDDefinition
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)
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
Auto-Owners Insurance commercial umbrella liability small business coverage eligibility pricing independent agent 2026 Google ↗
Progressive commercial umbrella insurance small business coverage pricing eligibility 2026 Google ↗
personal umbrella insurance business activities excluded commercial umbrella consulting business coverage insurer official Google ↗
- Commercial Umbrella · auto-owners.com
- Umbrella Insurance: Get a Free Quote · progressive.com
- Small Business Insurance Quotes · progressivecommercial.com
- Commercial Umbrella Coverages · auto-owners.com
- Commercial Umbrella Insurance Cost: Fast & Free Quotes · insureon.com
- Business Umbrella Insurance: Who Needs It, How to Get It · nerdwallet.com
- Insuring the Home-Based Business—Part 3 · irmi.com
- Commercial Umbrella Insurance Coverage · travelers.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Auto-Owners Insurance commercial umbrella liability small business coverage eligibility pricing independent agent 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Progressive commercial umbrella insurance small business coverage pricing eligibility 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
personal umbrella insurance business activities excluded commercial umbrella consulting business coverage insurer official OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 |