With two kids in high school we are wondering if replacing our aging roof will boost our home value enough to cover the loan costs
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
With two kids in high school we are wondering if replacing our aging roof will boost our home value enough to cover the loan costs
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). 2 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
2025 Cost vs Value roofing replacement resale value national report asphalt roof replacement 2025 Google ↗
California roof replacement resale value cost recouped 2025 remodeling report Google ↗
- CVV Projects · jlconline.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 Cost vs Value roofing replacement resale value national report asphalt roof replacement 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
California roof replacement resale value cost recouped 2025 remodeling report OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |