My husband and I are inspecting a potential investment property and need to know the current average cost per square foot for architectural shingle roof replacements.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My husband and I are inspecting a potential investment property and need to know the current average cost per square foot for architectural shingle roof replacements.
1 real search · 1 real-search pass
Flagstaff Arizona architectural asphalt shingle roof replacement cost per square foot 2026 labor materials tear offGoogle ↗
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
Flagstaff Arizona architectural asphalt shingle roof replacement cost per square foot 2026 labor materials tear off Google ↗
- Roof Replacement Cost in Flagstaff, AZ (2026) · 3droofs.com
- Roof Replacement in Flagstaff, AZ · 3droofs.com
- Asphalt Shingle Roof Cost Installed 2026: Per Sq Ft · theroofingbrief.com