Real ChatGPT answer · index seedBVdxh6Qyv6UcompleteHome services and improvement · roofingcommercial
How does the GAF Timberline HDZ shingle wind warranty hold up against 130 mph gusts without using special starter strips?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the GAF Timberline HDZ shingle wind warranty hold up against 130 mph gusts without using special starter strips?
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
GAF Timberline HDZ wind warranty 130 mph starter strips required manufacturer installation instructions Google ↗
GAF Timberline HDZ wind warranty without special starter strips 130 mph wind resistance Google ↗
- Roof Warranty Comparison Guide for GAF Shingles · gaf.com
- GAF Roofing System · documents.gaf.com
- Timberline HDZ: GAF's #1-selling shingle · gaf.com
- America’s #1-selling · documents.gaf.com
- Technical Advisory Bulletin · gaf.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
GAF Timberline HDZ wind warranty 130 mph starter strips required manufacturer installation instructions OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
GAF Timberline HDZ wind warranty without special starter strips 130 mph wind resistance OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |