Real ChatGPT answer · index seedpY1s7M52AbYcompleteHome services and improvement · roofingcomparison
how do the total expenses break down for a full residential roof replacement versus just fixing recurring leaks year after year
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
how do the total expenses break down for a full residential roof replacement versus just fixing recurring leaks year after year
1 real search · 1 real-search pass
2026 Houston Texas residential roof replacement cost asphalt shingle per square foot roof repair leak cost estimatesGoogle ↗
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
2026 Houston Texas residential roof replacement cost asphalt shingle per square foot roof repair leak cost estimates Google ↗