Real ChatGPT answer · index seedhSWxrZ9UFa0completeHome services and improvement · roofinginformational
How long do architectural asphalt shingles typically last in a climate with freezing winters and hot humid summers like the Midwest, and when should I start planning for replacement?
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The searches the AI actually ran for this prompt.
SEED QUERY
How long do architectural asphalt shingles typically last in a climate with freezing winters and hot humid summers like the Midwest, and when should I start planning for replacement?
1 real search · 1 real-search pass
architectural asphalt shingles typical lifespan 25 30 years cold climate freeze thaw hot humid summers roof replacement inspection granule lossGoogle ↗
OBSERVED
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Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
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Searches and sources
ChatGPT1 real searches · gpt-6
architectural asphalt shingles typical lifespan 25 30 years cold climate freeze thaw hot humid summers roof replacement inspection granule loss Google ↗
- Roof maintenance manual · govinfo.gov
- The IKO Guide to · iko.com