Calculate the projected ROI on a gut renovation for a suburban colonial fixer upper using current material costs and contractor rates in Atlanta.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Calculate the projected ROI on a gut renovation for a suburban colonial fixer upper using current material costs and contractor rates in Atlanta.
4 real searches · 1 real-search pass
Atlanta GA 2026 home renovation remodeling costs per square foot contractor labor rates kitchen bathroom whole house renovationGoogle ↗
OBSERVEDComparison
Atlanta construction labor rates general contractor remodeling costs 2026Google ↗
OBSERVEDShort fact
2025 Cost vs Value Atlanta remodeling report resale recoup costGoogle ↗
OBSERVEDReason
Atlanta building material costs 2026 lumber drywall cabinets flooring roofing prices renovationGoogle ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
Atlanta GA 2026 home renovation remodeling costs per square foot contractor labor rates kitchen bathroom whole house renovation Google ↗
Atlanta construction labor rates general contractor remodeling costs 2026 Google ↗
2025 Cost vs Value Atlanta remodeling report resale recoup cost Google ↗
Atlanta building material costs 2026 lumber drywall cabinets flooring roofing prices renovation Google ↗
- How Much Does Home Remodeling Cost in Atlanta? · sweeten.com
- How Much Does a House Renovation Cost in Atlanta, GA? · angi.com
- How Much Does Drywall Installation Cost in Atlanta, GA? · angi.com
- How Much Do Contractors Charge Per Hour? (2026) · angi.com
- CVV Projects · jlconline.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Atlanta GA 2026 home renovation remodeling costs per square foot contractor labor rates kitchen bathroom whole house renovation OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Atlanta construction labor rates general contractor remodeling costs 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
2025 Cost vs Value Atlanta remodeling report resale recoup cost OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Atlanta building material costs 2026 lumber drywall cabinets flooring roofing prices renovation OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |