Real ChatGPT answer · index seedGCClWNvR1ygcompleteHome services and improvement · roofinginformational
Can you recommend the most durable flat roof membrane options for a modern home in the Pacific Northwest where it rains constantly?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you recommend the most durable flat roof membrane options for a modern home in the Pacific Northwest where it rains constantly?
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
best flat roof membrane PVC EPDM TPO durability standing water seams lifespan technical guide manufacturer Google ↗
Pacific Northwest low slope roofing membrane PVC EPDM TPO rain climate building science Google ↗
- Longevity, Long-Term Performance, & Service Life · epdmroofs.org
- Single-Ply Roof Membrane Types and Comparison · gaf.com
- How to Choose a Flat Roof Membrane · fraserroofing.ca
- TECHNICAL BULLETIN · epdmroofs.org
- Low-Slope ("Flat") Roofs · basc.pnnl.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best flat roof membrane PVC EPDM TPO durability standing water seams lifespan technical guide manufacturer OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Pacific Northwest low slope roofing membrane PVC EPDM TPO rain climate building science OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |