How does the resale value of a new construction home with a metal roof compare to one with architectural asphalt shingles after five years
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the resale value of a new construction home with a metal roof compare to one with architectural asphalt shingles after five years
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
metal roof resale value compared with asphalt shingles five years home resale appraisal study 2025 Google ↗
2025 cost vs value metal roof asphalt shingles resale ROI home improvement report Google ↗
- CVV Projects · jlconline.com
- Cost vs. Value 2025 · d1e1jt2fj4r8r.cloudfront.net
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
metal roof resale value compared with asphalt shingles five years home resale appraisal study 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2025 cost vs value metal roof asphalt shingles resale ROI home improvement report OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |