Real ChatGPT answer · index seedbuNnFsSoVgQcompleteHome services and improvement · contractors and remodelingcomparison
Is hiring a local paving contractor cheaper than using a national chain for a concrete driveway replacement on a tight budget?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is hiring a local paving contractor cheaper than using a national chain for a concrete driveway replacement on a tight budget?
1 real search · 1 real-search pass
2026 concrete driveway replacement cost Chicago suburbs per square foot local contractor national chain 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 concrete driveway replacement cost Chicago suburbs per square foot local contractor national chain pricing Google ↗
- Concrete Driveway Cost in Schaumburg, IL (2026) · schaumburgconcretecontractor.com
- Concrete Driveway Replacement Cost Schaumburg IL · pinnaclepavingconcrete.com