Real ChatGPT answer · index seedAwCSxYKWbw0completeHome services and improvement · roofingcomparison

Which is more energy efficient in hot southern climates a light colored metal roof or standard cool roof asphalt shingles like CertainTeed Landmark

ChatGPTgpt-62 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Which is more energy efficient in hot southern climates a light colored metal roof or standard cool roof asphalt shingles like CertainTeed Landmark
2 real searches · 1 real-search pass
light colored metal roofing versus cool roof asphalt shingles solar reflectance thermal emittance energy savings hot climate DOE cool roofs CertainTeed Landmark Solaris specificationsGoogle ↗
OBSERVED
CertainTeed Landmark shingles cool roof solar reflectance standard Landmark Solaris product dataGoogle ↗
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
light colored metal roofing versus cool roof asphalt shingles solar reflectance thermal emittance energy savings hot climate DOE cool roofs CertainTeed Landmark Solaris specifications Google ↗
CertainTeed Landmark shingles cool roof solar reflectance standard Landmark Solaris product data Google ↗
  1. Landmark Solaris® Shingles · buildsite.com
  2. Roofing Technologies · certainteed.com
  3. Cool Roofs · energystar.gov
  4. Consumer Guide to Cool Roofs · energy.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
light colored metal roofing versus cool roof asphalt shingles solar reflectance thermal emittance energy savings hot climate DOE cool roofs CertainTeed Landmark Solaris specifications
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
CertainTeed Landmark shingles cool roof solar reflectance standard Landmark Solaris product data
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1