Real ChatGPT answer · index seedRA4yMOAJo14completeReal estate · new constructioninformational

We want a metal roof on our new house to save on cooling bills but we are worried about the initial budget impact compared to asphalt shingles

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We want a metal roof on our new house to save on cooling bills but we are worried about the initial budget impact compared to asphalt shingles
3 real searches · 1 real-search pass
Fontana California cool roof metal roofing energy savings asphalt shingles installed cost Southern California 2026Google ↗
OBSERVED
California Title 24 cool roof requirements new residential construction 2025 2026 roofingGoogle ↗
OBSERVED
ENERGY STAR cool roofs savings residential roof solar reflectance attic insulationGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
Fontana California cool roof metal roofing energy savings asphalt shingles installed cost Southern California 2026 Google ↗
California Title 24 cool roof requirements new residential construction 2025 2026 roofing Google ↗
ENERGY STAR cool roofs savings residential roof solar reflectance attic insulation Google ↗
  1. Cool Roofs: How They Work · coolcalifornia.arb.ca.gov
  2. For Home and Building Owners · coolroofs.org
  3. Cool Roofs · energystar.gov
  4. 2025 Building Energy Efficiency Standards · energy.ca.gov
  5. CA Title 24 · coolroofs.org
  6. Roof Cost Savings · coolcalifornia.arb.ca.gov

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Fontana California cool roof metal roofing energy savings asphalt shingles installed cost Southern California 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
California Title 24 cool roof requirements new residential construction 2025 2026 roofing
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
ENERGY STAR cool roofs savings residential roof solar reflectance attic insulation
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1