Real ChatGPT answer · index seed5PMnStTDd0IcompleteHome services and improvement · roofinginformational
Do we really need to upgrade our attic ventilation and insulation when we get a new roof, or is that just an upsell by the contractor?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do we really need to upgrade our attic ventilation and insulation when we get a new roof, or is that just an upsell by the contractor?
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
Washington State attic insulation recommended R-value Seattle climate zone attic ventilation roof replacement guidance Google ↗
DOE attic ventilation insulation air sealing roof replacement guidance Google ↗
- Building America Best Practices Series: Volume 12. Energy Renovations-Insulation: A Guide for Contractors to Share With Homeowners · energy.gov
- Attic Air Sealing Project · energystar.gov
- Well-Insulated and Sealed Attic · energystar.gov
- Seattle SDCI - 2021 Seattle Residential Code, Chapter 8, Roof-Ceiling Construction · cityofseattle.org
- Blown Insulation in Existing Attics · bsesc.energy.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Washington State attic insulation recommended R-value Seattle climate zone attic ventilation roof replacement guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
DOE attic ventilation insulation air sealing roof replacement guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |