Real ChatGPT answer · index seedo2l5TcOKX1ocompleteTelecom and utilities · energy efficiencycomparison
Is blown in fiberglass better than spray foam for our attic upgrade if we are trying to balance high R value with keeping the upfront project cost reasonable for our household budget?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is blown in fiberglass better than spray foam for our attic upgrade if we are trying to balance high R value with keeping the upfront project cost reasonable for our household budget?
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
Texas attic insulation recommended R-value climate zone 3 Grapevine Texas DOE ENERGY STAR attic insulation Google ↗
blown fiberglass attic insulation cost per square foot spray foam cost comparison 2026 Texas Google ↗
- Recommended Home Insulation R–Values · energystar.gov
- Adding Attic Insulation · energystar.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Texas attic insulation recommended R-value climate zone 3 Grapevine Texas DOE ENERGY STAR attic insulation OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
blown fiberglass attic insulation cost per square foot spray foam cost comparison 2026 Texas OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |