Are GAF roofing systems reliable for a first-time homeowner, or do local contractors usually push them just for higher commissions?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are GAF roofing systems reliable for a first-time homeowner, or do local contractors usually push them just for higher commissions?
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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
GAF Timberline HDZ official warranty requirements System Plus Silver Pledge Golden Pledge 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
GAF roofing contractor incentives commissions rebates contractor certification homeowner independent comparison shingles Florida wind warranty OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |