What structural and material improvements can I make to a property to actively lower annual homeowners insurance premiums?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What structural and material improvements can I make to a property to actively lower annual homeowners insurance premiums?
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
homeowners insurance discounts roof water leak detection wildfire mitigation structural improvements California Department of Insurance 2026 Google ↗
IBHS FORTIFIED home insurance discounts roof upgrades wind hail official Google ↗
- Safer from Wildfires · insurance.ca.gov
- Insurance Information · eldoradocounty.ca.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
homeowners insurance discounts roof water leak detection wildfire mitigation structural improvements California Department of Insurance 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
IBHS FORTIFIED home insurance discounts roof upgrades wind hail official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |