Real ChatGPT answer · index seedr7CQzSJOfeAcompleteHome services and improvement · roofinginformational
Is it worth investing in specialized tools for slate roof repair or should my crew subcontract these jobs out?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it worth investing in specialized tools for slate roof repair or should my crew subcontract these jobs out?
1 real search · 1 real-search pass
slate roof repair contractor economics specialized tools training subcontracting costs roofing businessGoogle ↗
OBSERVEDComparison
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
slate roof repair contractor economics specialized tools training subcontracting costs roofing business Google ↗
- The Slate Roof Training Center · slateroofschool.net
- NRCA ProCertified® Slate Systems Installer · nrca.net