How much does a complete roof replacement cost per square foot for a duplex and who are the most affordable contractors?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much does a complete roof replacement cost per square foot for a duplex and who are the most affordable contractors?
1 real search · 1 real-search pass
Allentown PA roof replacement cost per square foot 2026; affordable roofing contractors Allentown PA reviews estimatesGoogle ↗
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
Allentown PA roof replacement cost per square foot 2026; affordable roofing contractors Allentown PA reviews estimates Google ↗
- Roof Replacement Cost in Allentown, PA (2026): $13K–$24K · roofcostindex.com
- Roof Replacement Cost in Allentown, PA 2026 · roofvista.com
- Roof Replacement Cost in Allentown-Bethlehem-Easton, PA (2026) · getclearcost.com