How can I accurately estimate roof replacement costs during a home inspection negotiation today without waiting days for a contractor quote
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can I accurately estimate roof replacement costs during a home inspection negotiation today without waiting days for a contractor quote
1 real search · 1 real-search pass
2026 roof replacement cost per square asphalt shingles Columbus Ohio tear off labor materials pricingGoogle ↗
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
2026 roof replacement cost per square asphalt shingles Columbus Ohio tear off labor materials pricing Google ↗
- Roof Replacement Cost in Columbus, Ohio (2026) · columbusroofcost.com
- Roof Replacement Cost in Columbus, OH (2026): $12K–$23K · roofcostindex.com
- What a Roof Replacement Costs in Columbus, OH · ohiofirstchoiceroofing.com
- How Much Does Roof Replacement Cost in Columbus, OH? · angi.com
- How Much Does It Cost to Shingle a Roof in Columbus, OH? · angi.com