Can remodeling my roof with impact-resistant shingles actually lower my insurance premiums enough to make the contractor costs worth it?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can remodeling my roof with impact-resistant shingles actually lower my insurance premiums enough to make the contractor costs worth it?
3 real searches · 1 real-search pass
California homeowners insurance roof discounts impact resistant shingles 2026 insurer underwritingGoogle ↗
OBSERVED
California homeowners insurance impact resistant roof shingles discount Class 4 insurer discount California 2026Google ↗
OBSERVED
California Department of Insurance roof mitigation discounts impact resistant roofing homeowners insuranceGoogle ↗
OBSERVED
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.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
California homeowners insurance roof discounts impact resistant shingles 2026 insurer underwriting Google ↗
California homeowners insurance impact resistant roof shingles discount Class 4 insurer discount California 2026 Google ↗
California Department of Insurance roof mitigation discounts impact resistant roofing homeowners insurance Google ↗
- Fire-Safe Roof Insurance Discounts in California (2026) · cali-energy.com
- Do California Insurers Reward Wildfire Resilience? · insuranceforgood.org
- Safer from Wildfires · insurance.ca.gov
- FAQ · insurance.ca.gov
- FAQ: Mitigation in rating plans and wildfire risk models regulation · insurance.ca.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
California homeowners insurance roof discounts impact resistant shingles 2026 insurer underwriting OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
California homeowners insurance impact resistant roof shingles discount Class 4 insurer discount California 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
California Department of Insurance roof mitigation discounts impact resistant roofing homeowners insurance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |