Real ChatGPT answer · index seedQtynf9rcbC8completeHome services and improvement · roofingcomparison
Is standing seam metal really louder during heavy rain than an asphalt shingle roof like GAF Timberline because my bedroom is right under the attic and I need quiet
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The searches the AI actually ran for this prompt.
SEED QUERY
Is standing seam metal really louder during heavy rain than an asphalt shingle roof like GAF Timberline because my bedroom is right under the attic and I need quiet
1 real search · 1 real-search pass
standing seam metal roof rain noise compared asphalt shingles attic insulation roof deck acoustic study manufacturerGoogle ↗
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).
Searches and sources
ChatGPT1 real searches · gpt-6
standing seam metal roof rain noise compared asphalt shingles attic insulation roof deck acoustic study manufacturer Google ↗
- Roofing assembly design (continued) · rockwool.com
- Rain Noise: Acoustic Tests on Terne-Coated Stainless-Steel Roofing| Historic England · historicengland.org.uk