We received a very high contractor quote for our roof replacement in shaker heights; can you help us find competitive pricing nearby?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We received a very high contractor quote for our roof replacement in shaker heights; can you help us find competitive pricing nearby?
1 real search · 1 real-search pass
Shaker Heights Ohio roof replacement cost per square foot 2026; roofing contractors Shaker Heights Cleveland reviews 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
Shaker Heights Ohio roof replacement cost per square foot 2026; roofing contractors Shaker Heights Cleveland reviews estimates Google ↗
- Roof Replacement Cost in Cleveland, OH (2026): $13K–$24K · roofcostindex.com
- How Much Does a New Roof Cost in Cleveland, OH? (2026 Guide) · lead-tools.com
- Roofing Replacement Cost in Shaker Heights, OH 44120 (2026) · remodelfinder.com
- Roofing Replacement Cost in Shaker Heights, OH 44122 (2026) · remodelfinder.com
- Shaker Heights, OH Local Roofing Contractors · parkhillroofing.com