Real ChatGPT answer · index seedEn8LqzBCewQcompleteHome services and improvement · roofingcomparison
comparing spray foam roof insulation and traditional fiberglass batts on cost effectiveness and energy savings for a drafty attic
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
comparing spray foam roof insulation and traditional fiberglass batts on cost effectiveness and energy savings for a drafty attic
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). 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
North Carolina attic insulation air sealing recommended R-value climate zone 4 2026 ENERGY STAR DOE Google ↗
spray foam vs fiberglass attic insulation cost installed per square foot 2026 Google ↗
- Recommended Home Insulation R–Values · energystar.gov
- What to Look For: DIY Checks and Inspections · energystar.gov
- Adding Attic Insulation · energystar.gov
- 2024 Insulation Factsheet.pdf · energystar.gov
- Attic Insulation Cost and Guide 2026 · pickhvac.com
- How Much Does Spray Foam Insulation Cost? (2026) · homeguide.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
North Carolina attic insulation air sealing recommended R-value climate zone 4 2026 ENERGY STAR DOE OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
spray foam vs fiberglass attic insulation cost installed per square foot 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |