Real ChatGPT answer · index seedIlWSScniWgUcompleteHome services and improvement · roofingcommercial
What routine maintenance do concrete tile roofs need every year to prevent leaks and cracked tiles in a climate with freezing winters.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What routine maintenance do concrete tile roofs need every year to prevent leaks and cracked tiles in a climate with freezing winters.
1 real search · 1 real-search pass
concrete roof tile maintenance inspection freeze thaw flashing valleys gutters manufacturer guidance annual maintenanceGoogle ↗
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
concrete roof tile maintenance inspection freeze thaw flashing valleys gutters manufacturer guidance annual maintenance Google ↗
- Concrete & Clay Roof Tile Installation Manual · tileroofing.org
- Clay or Concrete Tile Roofs · basc.pnnl.gov
- CHAPTER 9 ROOF ASSEMBLIES · codes.iccsafe.org
- Resources · nrca.net
- | TILE ROOFING INDUSTRY ALLI · tileroofing.org