We are trying to decide if we should let the builder install standard asphalt shingles or pay out of pocket for a standing seam metal roof on our new one level home.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are trying to decide if we should let the builder install standard asphalt shingles or pay out of pocket for a standing seam metal roof on our new one level home.
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). 1 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
standing seam metal roof vs asphalt shingles cost lifespan wind resistance hail energy efficiency authoritative source Louisiana Google ↗
Louisiana residential roofing wind code metal roof standing seam installation requirements insurance discounts Google ↗
- Wind Mitigation Incentives · ldi.la.gov
- Louisiana Administrative Code, Chapter 127, Section XIII-12713 - Mitigation Improvements and Construction Considered for Actuarially Justified Discounts | Louisiana Administrative Code · regulations.justia.com
- Metal Roofs · basc.pnnl.gov
- Federal Insurance and Mitigation Administration November 2019 · fema.gov
- Wind Mitigation · ldi.la.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
standing seam metal roof vs asphalt shingles cost lifespan wind resistance hail energy efficiency authoritative source Louisiana OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Louisiana residential roofing wind code metal roof standing seam installation requirements insurance discounts OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |