Real ChatGPT answer · index seednA9cNj3vqpUcompleteHome services and improvement · roofingcomparison

comparing the quotes I got for spray foam roof insulation versus radiant barriers which one gives better value for a moderate climate

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
comparing the quotes I got for spray foam roof insulation versus radiant barriers which one gives better value for a moderate climate
2 real searches · 1 real-search pass
spray polyurethane foam roof deck unvented attic humid climate moisture guidance building scienceGoogle ↗
OBSERVED
DOE radiant barriers attic energy savings insulation spray foam roof assembly humid climate building scienceGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
spray polyurethane foam roof deck unvented attic humid climate moisture guidance building science Google ↗
DOE radiant barriers attic energy savings insulation spray foam roof assembly humid climate building science Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
spray polyurethane foam roof deck unvented attic humid climate moisture guidance building science
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
DOE radiant barriers attic energy savings insulation spray foam roof assembly humid climate building science
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1