Real ChatGPT answer · index seedbUbGubuo47EcompleteHome services and improvement · roofinginformational
Dark granules are clogging my gutters by the handful right after the recent windstorms how can I tell if my roof is nearing the end of its lifespan or if this is just normal aging
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Dark granules are clogging my gutters by the handful right after the recent windstorms how can I tell if my roof is nearing the end of its lifespan or if this is just normal aging
1 real search · 1 real-search pass
asphalt shingle roof granule loss normal aging signs replacement windstorm inspection manufacturer NRCAGoogle ↗
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 roof granule loss normal aging signs replacement windstorm inspection manufacturer NRCA Google ↗
- Resources · nrca.net
- TECH TODAY # Maintaining residential roof systems · nrca.net