Real ChatGPT answer · index seedbyS726MlS5QcompleteHome services and improvement · roofingcommercial
which asphalt shingle brand holds its color best in really hot and sunny climates like texas
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
which asphalt shingle brand holds its color best in really hot and sunny climates like texas
1 real search · 1 real-search pass
asphalt shingle color fade UV resistance granule technology Texas climate CertainTeed GAF Owens Corning Malarkey manufacturer warrantyGoogle ↗
OBSERVEDReason
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.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
asphalt shingle color fade UV resistance granule technology Texas climate CertainTeed GAF Owens Corning Malarkey manufacturer warranty Google ↗
- Roof Shingles: Asphalt Roofing Shingles · gaf.com
- Protect Your Roof with Timberline AS II Shingles · gaf.com
- Shingle Comparison & Colors · kleinroofing.com
- Best Shingle Brand for Texas 2026: GAF vs Owens Corning vs CertainTeed Compared · roofvista.com