Real ChatGPT answer · index seed1oNSf9lRDd0completeHome services and improvement · roofinglocal

Is it worth paying extra for spray foam roof insulation if I am trying to keep my renovation costs as low as possible?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it worth paying extra for spray foam roof insulation if I am trying to keep my renovation costs as low as possible?
2 real searches · 1 real-search pass
spray foam vs fiberglass roof attic insulation cost performance building science climate zone Dallas TexasGoogle ↗
OBSERVEDComparison
DOE attic insulation air sealing fiberglass cellulose spray foam roof assembly guidanceGoogle ↗
OBSERVEDInstruction

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)
Short factOther / navigationalComparison50%ConsequenceReasonDefinitionInstruction50%Yes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT2 real searches · gpt-6
spray foam vs fiberglass roof attic insulation cost performance building science climate zone Dallas Texas Google ↗
DOE attic insulation air sealing fiberglass cellulose spray foam roof assembly guidance Google ↗
  1. Air Sealing Existing Attics · bsesc.energy.gov
  2. Well-Insulated and Sealed Attic · energystar.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
spray foam vs fiberglass roof attic insulation cost performance building science climate zone Dallas Texas
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
DOE attic insulation air sealing fiberglass cellulose spray foam roof assembly guidance
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1