What do local Phoenix roofers charge per square foot to upgrade from old three tab shingles to architectural shingles
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do local Phoenix roofers charge per square foot to upgrade from old three tab shingles to architectural shingles
1 real search · 1 real-search pass
Phoenix Arizona 2026 asphalt shingle roof replacement cost per square foot architectural shingles three tab upgrade costGoogle ↗
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
Phoenix Arizona 2026 asphalt shingle roof replacement cost per square foot architectural shingles three tab upgrade cost Google ↗
- Roof Replacement Cost in Phoenix, AZ (2026): $12K–$22K · roofcostindex.com
- Shingle Roof Replacement in Phoenix · hardackerroofing.com
- Shingle Roof Cost in Phoenix (2026) · durafoaminc.com