How do modern carrier underwriting algorithms evaluate prior cosmetic damage claims when quoting a new policy for a home with a twenty year old slate roof?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do modern carrier underwriting algorithms evaluate prior cosmetic damage claims when quoting a new policy for a home with a twenty year old slate roof?
3 real searches · 1 real-search pass
homeowners insurance underwriting roof age slate roof claims history cosmetic damage claims CLUE report underwriting guidelinesGoogle ↗
OBSERVEDConsequence
slate roofing service life 20 year old roof insurance underwriting inspectionGoogle ↗
OBSERVEDReason
insurance regulator homeowners claims history underwriting roof condition cosmetic damage exclusionGoogle ↗
OBSERVEDConsequence
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
homeowners insurance underwriting roof age slate roof claims history cosmetic damage claims CLUE report underwriting guidelines Google ↗
slate roofing service life 20 year old roof insurance underwriting inspection Google ↗
insurance regulator homeowners claims history underwriting roof condition cosmetic damage exclusion Google ↗
- Understanding How Insurers Evaluate Roof Risk · portal.ct.gov
- Underwriting Action Base on Roof Condition · portal.ct.gov
- <table id="e1"> · site.siuins.com
- Auto and home policy underwriting: Learn how companies provide you insurance. · agate.tdi.texas.gov
- Division of Financial Regulation : Help with home insurance : Home insurance : State of Oregon · dfr.oregon.gov
- Purchasing Insurance | Consumer Services · myfloridacfo.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
homeowners insurance underwriting roof age slate roof claims history cosmetic damage claims CLUE report underwriting guidelines OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
slate roofing service life 20 year old roof insurance underwriting inspection OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
insurance regulator homeowners claims history underwriting roof condition cosmetic damage exclusion OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |