Real ChatGPT answer · index seedM9yNQcS2NfccompleteHome services and improvement · roofingbrand

What color Owens Corning shingles would make my beige stucco house stay cooler in the summer according to recent energy studies

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

The searches the AI actually ran for this prompt.

SEED QUERY
What color Owens Corning shingles would make my beige stucco house stay cooler in the summer according to recent energy studies
3 real searches · 1 real-search pass
Owens Corning shingles cool roof colors solar reflectance Duration Cool Plus energy study 2025Google ↗
OBSERVED
DOE cool roofs asphalt shingles solar reflectance attic temperature energy savings light colored roofs studyGoogle ↗
OBSERVED
Owens Corning shingle colors solar reflectance ratings cool roof Vista California beige stuccoGoogle ↗
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
Owens Corning shingles cool roof colors solar reflectance Duration Cool Plus energy study 2025 Google ↗
DOE cool roofs asphalt shingles solar reflectance attic temperature energy savings light colored roofs study Google ↗
Owens Corning shingle colors solar reflectance ratings cool roof Vista California beige stucco Google ↗
  1. assets.roofle.com · assets.roofle.com
  2. Understanding Energy-Saving Benefits of Solar Reflective Shingles for Your Region · owenscorning.com
  3. Cool Roofs · webarchive-beta.loc.gov
  4. Consumer Guide to Cool Roofs · energy.gov
  5. Cool Roofs · heatisland.lbl.gov

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Owens Corning shingles cool roof colors solar reflectance Duration Cool Plus energy study 2025
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
DOE cool roofs asphalt shingles solar reflectance attic temperature energy savings light colored roofs study
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Owens Corning shingle colors solar reflectance ratings cool roof Vista California beige stucco
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1