Real ChatGPT answer · index seedbh4M9jvnBRAcompleteHome services and improvement · roofingcommercial
What are the cheapest maintenance tips for concrete tile roofs to prevent expensive crack repairs and leaks over the next decade
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the cheapest maintenance tips for concrete tile roofs to prevent expensive crack repairs and leaks over the next decade
1 real search · 1 real-search pass
concrete tile roof maintenance inspection cracked tiles underlayment flashing cleaning manufacturer guidanceGoogle ↗
OBSERVEDInstruction
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 tile roof maintenance inspection cracked tiles underlayment flashing cleaning manufacturer guidance Google ↗
- Concrete & Clay Roof Tile Installation Manual · tileroofing.org
- Clay or Concrete Tile Roofs · basc.pnnl.gov
- Clay roof tile repair and reattachment · gsa.gov
- Care, Maintenance & Repair of Clay & Concrete Roof Tiles Roof Tile Association · rooftileassociation.co.uk