Real ChatGPT answer · index seedaxNKRL2crfocompleteHome services and improvement · roofingcomparison
Is rigid foam board insulation better than spray foam roof insulation underneath a new metal roof retrofit project on an older detached garage?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is rigid foam board insulation better than spray foam roof insulation underneath a new metal roof retrofit project on an older detached garage?
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
Building Science Corporation metal roof retrofit rigid foam insulation condensation roof assembly spray foam older roof sheathing Google ↗
DOE insulation metal roof condensation rigid foam roof retrofit ventilation vapor control Google ↗
- Above Deck Rigid Foam Insulation for Existing Roofs · basc.pnnl.gov
- Below Deck Spray Foam Insulation for Existing Roofs · basc.pnnl.gov
- Unvented Attic Insulation · basc.pnnl.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Building Science Corporation metal roof retrofit rigid foam insulation condensation roof assembly spray foam older roof sheathing OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
DOE insulation metal roof condensation rigid foam roof retrofit ventilation vapor control OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |