Real ChatGPT answer · index seedx3fOc0iKPoAcompleteHome services and improvement · contractors and remodelingcomparison
Should we trust a handyman or a licensed roofing contractor to fix a persistent leak around our chimney before winter arrives
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Should we trust a handyman or a licensed roofing contractor to fix a persistent leak around our chimney before winter arrives
1 real search · 1 real-search pass
Kentucky roofing contractor licensing requirements chimney flashing repair verify contractor license insurance Barbourville KentuckyGoogle ↗
OBSERVED
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.
Classifying 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
Kentucky roofing contractor licensing requirements chimney flashing repair verify contractor license insurance Barbourville Kentucky Google ↗
- Kentucky Roofing Contractors Association · krca.org
- Kentucky Roofing Contractors Association · krca.org