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Are CertainTeed Landmark solar reflective shingles worth the extra price compared to standard Landmark shingles for reducing summer air conditioning costs?

ChatGPTgpt-61 query11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Are CertainTeed Landmark solar reflective shingles worth the extra price compared to standard Landmark shingles for reducing summer air conditioning costs?
1 real search · 1 real-search pass
CertainTeed Landmark Solaris solar reflective shingles solar reflectance energy savings cool roof MarylandGoogle ↗
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 solar reflective shingles solar reflectance energy savings cool roof Maryland Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CertainTeed Landmark Solaris solar reflective shingles solar reflectance energy savings cool roof Maryland
OBSERVED
Google ↗
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