Real ChatGPT answer · index seedEUvwhXFPJoMcompleteHome services and improvement · roofinginformational
Why do roofing warranties often get voided, and what should I look for in the fine print regarding workmanship versus manufacturer material defects?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why do roofing warranties often get voided, and what should I look for in the fine print regarding workmanship versus manufacturer material defects?
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
roofing shingle warranty workmanship warranty material defects exclusions improper installation ventilation manufacturer official warranty Google ↗
roofing warranty consumer advice workmanship contractor warranty manufacturer material defects attorney general Google ↗
- My Roof Warranty: What It Is and What It Covers · certainteed.com
- Malarkey Roofing Products Shingle and Accessory Warranty Guide · malarkeyroofing.com
- Understanding the 3 Main Types of Roofing Warranties · owenscorning.com
- National Roofing Contractors Association · floridaroof.com
- Resources · nrca.net
- Roof Warranty Comparison Guide for GAF Shingles · gaf.com
- GAF Shingle & Accessory Limited Warranty · gaf.com
- STATE OF TENNESSEE · tn.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
roofing shingle warranty workmanship warranty material defects exclusions improper installation ventilation manufacturer official warranty OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
roofing warranty consumer advice workmanship contractor warranty manufacturer material defects attorney general OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |