Real ChatGPT answer · index seedyhLLSFznlYUcompleteHome services and improvement · roofingcomparison
is rigid board insulation better than batt insulation for commercial attic conversions during a total roof overhaul
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
is rigid board insulation better than batt insulation for commercial attic conversions during a total roof overhaul
2 real searches · 1 real-search pass
commercial roof retrofit rigid board insulation continuous insulation thermal bridging batt insulation attic conversion building science Houston climate zone 2AGoogle ↗
OBSERVEDReason
DOE roof insulation commercial buildings continuous insulation rigid board moisture control air barrier unvented attic roof assemblyGoogle ↗
OBSERVEDComparison
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
commercial roof retrofit rigid board insulation continuous insulation thermal bridging batt insulation attic conversion building science Houston climate zone 2A Google ↗
DOE roof insulation commercial buildings continuous insulation rigid board moisture control air barrier unvented attic roof assembly Google ↗
- Above Deck Rigid Foam Insulation for Existing Roofs · basc.pnnl.gov
- Air Control Layers and Rigid Insulation · bsesc.energy.gov
- Water Managed Roof – Re-roofing and Adding Insulation Over a Sloped Roof · basc.pnnl.gov
- RR-0108: Unvented Roof Systems · buildingscience.com
- 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 |
|---|---|---|---|---|---|---|---|
commercial roof retrofit rigid board insulation continuous insulation thermal bridging batt insulation attic conversion building science Houston climate zone 2A OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
DOE roof insulation commercial buildings continuous insulation rigid board moisture control air barrier unvented attic roof assembly OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |