Real ChatGPT answer · index seedlBPdUipmjuccompleteHome services and improvement · roofingcommercial
Which roofing materials give the best return on investment for a budget remodel in the current economic climate?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which roofing materials give the best return on investment for a budget remodel in the current economic climate?
2 real searches · 1 real-search pass
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
2026 roofing material costs asphalt shingles metal roof ROI resale value Cost vs Value report 2026 Google ↗
2026 roofing replacement cost asphalt shingles metal roofing tile cost durability resale value United States Google ↗
- Roofing Scout · roofingscout.com
- Roof Cost Per Square Foot in 2026: Asphalt, Metal, Tile, Slate · theroofingbrief.com
- Windows, Roof, Siding: What the Boring Replacements Actually Return · raisethevalue.com
- Does a New Roof Increase Home Value? 2025 ROI Data · theroofingbrief.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 roofing material costs asphalt shingles metal roof ROI resale value Cost vs Value report 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
2026 roofing replacement cost asphalt shingles metal roofing tile cost durability resale value United States OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |