How do insurance companies calculate homeowners insurance premiums, and what can we do to keep those costs manageable?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do insurance companies calculate homeowners insurance premiums, and what can we do to keep those costs manageable?
3 real searches · 1 real-search pass
how homeowners insurance premiums are calculated replacement cost risk factors discounts NAIC consumer guideGoogle ↗
OBSERVEDReason
Texas Department of Insurance homeowners insurance premiums factors roof discounts deductibles consumerGoogle ↗
OBSERVEDComparison
Texas Department of Insurance homeowners insurance premiums factors discounts deductibles roof claims shopping tipsGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 2 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
how homeowners insurance premiums are calculated replacement cost risk factors discounts NAIC consumer guide Google ↗
Texas Department of Insurance homeowners insurance premiums factors roof discounts deductibles consumer Google ↗
Texas Department of Insurance homeowners insurance premiums factors discounts deductibles roof claims shopping tips Google ↗
- HelpInsure · helpinsure.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
how homeowners insurance premiums are calculated replacement cost risk factors discounts NAIC consumer guide OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Texas Department of Insurance homeowners insurance premiums factors roof discounts deductibles consumer OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Texas Department of Insurance homeowners insurance premiums factors discounts deductibles roof claims shopping tips OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |