Calculate the current ROI for a roof replacement on a mid-century modern in Austin given today's lumber and labor costs.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Calculate the current ROI for a roof replacement on a mid-century modern in Austin given today's lumber and labor costs.
3 real searches · 1 real-search pass
Austin Texas roof replacement cost 2026 labor materials per square foot roofing lumber pricesGoogle ↗
OBSERVEDComparison
2025 2026 Cost vs Value report asphalt roof replacement resale value ROIGoogle ↗
OBSERVEDComparison
Austin Texas residential roofing labor rates lumber costs roof decking replacement 2026Google ↗
OBSERVEDShort fact
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Austin Texas roof replacement cost 2026 labor materials per square foot roofing lumber prices Google ↗
2025 2026 Cost vs Value report asphalt roof replacement resale value ROI Google ↗
Austin Texas residential roofing labor rates lumber costs roof decking replacement 2026 Google ↗
- Roof Replacement Cost in Austin, TX (2026): $12K–$22K · roofcostindex.com
- Austin Roof Replacement Cost [2026 Guide] · amproofing.com
- Roof Replacement Labor Cost in Austin, TX : RenovCost · renovcost.com
- Windows, Roof, Siding: What the Boring Replacements Actually Return · raisethevalue.com
- COST vs VALUE 2024 · creativebuffer.com
- Cost to Install Roof Decking in Austin, TX · contractorplus.app
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Austin Texas roof replacement cost 2026 labor materials per square foot roofing lumber prices OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2025 2026 Cost vs Value report asphalt roof replacement resale value ROI OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Austin Texas residential roofing labor rates lumber costs roof decking replacement 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |