Real ChatGPT answer · index seed2hrtr2RwmVocompleteHome services and improvement · roofingcommercial
What is the average lifespan of a stone coated steel metal roof in a climate with heavy winter snow and ice
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the average lifespan of a stone coated steel metal roof in a climate with heavy winter snow and ice
1 real search · 1 real-search pass
stone coated steel roofing lifespan manufacturer warranty snow ice freeze thaw performanceGoogle ↗
OBSERVED
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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
stone coated steel roofing lifespan manufacturer warranty snow ice freeze thaw performance Google ↗
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