Real ChatGPT answer · index seedScVQyP3xqsccompleteHome services and improvement · roofingcomparison
What is the real difference between a manufacturer lifetime warranty and a contractor workmanship warranty when replacing my home roof?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the real difference between a manufacturer lifetime warranty and a contractor workmanship warranty when replacing my home roof?
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
GAF roofing shingle warranty lifetime definition workmanship installation warranty manufacturer official Google ↗
Owens Corning roofing warranty workmanship installation defects official Google ↗
- Roof Warranty Comparison Guide for GAF Shingles · gaf.com
- GAF Warranty and Guarantee Resources · gaf.com
- Understanding the 3 Main Types of Roofing Warranties · owenscorning.com
- Owens Corning Warranty Widget · owenscorning.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
GAF roofing shingle warranty lifetime definition workmanship installation warranty manufacturer official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Owens Corning roofing warranty workmanship installation defects official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |