Real ChatGPT answer · index seed49dYswC80egcompleteHome services and improvement · roofingcommercial
How does spray foam roof insulation affect the overall deck ventilation and structural load on older timber-framed commercial properties?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does spray foam roof insulation affect the overall deck ventilation and structural load on older timber-framed commercial properties?
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
spray polyurethane foam roof insulation timber roof deck ventilation moisture risk building science older buildings Google ↗
spray foam roof insulation structural load weight per square foot closed cell open cell technical data Google ↗
- Spray Foam – Insurance Institute for Business & Home Safety · ibhs.org
- Unvented Conditioned Attic with Spray Foam Insulation Below Roof Deck · basc.pnnl.gov
- Below Deck Spray Foam Insulation for Existing Roofs · basc.pnnl.gov
- Moisture risk of spray foam insulation applied to timber sloped roofs · gov.uk
- Moisture risk of spray foam insulation applied to timber sloped roofs · gov.uk
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
spray polyurethane foam roof insulation timber roof deck ventilation moisture risk building science older buildings OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
spray foam roof insulation structural load weight per square foot closed cell open cell technical data OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |