Real ChatGPT answer · index seediHXfb2LvUt4completeHome services and improvement · roofingcomparison

Are CertainTeed Landmark solar reflective shingles better than standard GAF Timberline HDZ for reducing peak summer cooling loads on an unconditioned attic space?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are CertainTeed Landmark solar reflective shingles better than standard GAF Timberline HDZ for reducing peak summer cooling loads on an unconditioned attic space?
1 real search · 1 real-search pass
CertainTeed Landmark Solaris shingle solar reflectance thermal emittance CRRC ratings vs GAF Timberline HDZ standard shinglesGoogle ↗
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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
CertainTeed Landmark Solaris shingle solar reflectance thermal emittance CRRC ratings vs GAF Timberline HDZ standard shingles Google ↗
  1. Landmark Solaris® Shingles · buildsite.com
  2. Energy Ratings · gaf.com
  3. www.certainteed.com · certainteed.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CertainTeed Landmark Solaris shingle solar reflectance thermal emittance CRRC ratings vs GAF Timberline HDZ standard shingles
OBSERVED
Google ↗
AI Mode ↗
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