Real ChatGPT answer · index seedQFW6M7CeJZ4completeHome services and improvement · roofinginformational
Can you explain the pros and cons of architectural shingles versus traditional three tab shingles, keeping in mind that I want a product that will outlive me without needing major repairs?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you explain the pros and cons of architectural shingles versus traditional three tab shingles, keeping in mind that I want a product that will outlive me without needing major repairs?
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
architectural shingles vs three tab wind rating lifespan manufacturer warranty official GAF Owens Corning Google ↗
California roofing asphalt shingles cool roof requirements Title 24 residential official Google ↗
- Cool Roofs: Codes and Standards · coolcalifornia.arb.ca.gov
- CA Title 24 · coolroofs.org
- Roof Warranty Comparison Guide for GAF Shingles · gaf.com
- GAF Shingle & Accessory Limited Warranty · gaf.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
architectural shingles vs three tab wind rating lifespan manufacturer warranty official GAF Owens Corning OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
California roofing asphalt shingles cool roof requirements Title 24 residential official OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |