Can you list the main alternatives to Owens Corning shingles that offer a better warranty for retirees on a fixed income
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you list the main alternatives to Owens Corning shingles that offer a better warranty for retirees on a fixed income
6 real searches · 1 real-search pass
2026 manufacturer shingle warranty comparison GAF CertainTeed Malarkey IKO Atlas Owens Corning non-prorated workmanship coverageGoogle ↗
OBSERVEDComparison
site:gaf.com residential shingle warranty Golden Pledge 25 years workmanship 2026Google ↗
OBSERVEDOther / navigational
site:certainteed.com SureStart PLUS warranty 4-star 5-star 50 years workmanship shingleGoogle ↗
OBSERVEDOther / navigational
site:iko.com shingle warranty Iron Clad Protection period Dynasty warrantyGoogle ↗
OBSERVEDComparison
site:malarkeyroofing.com shingle warranty enhanced warranty workmanship yearsGoogle ↗
OBSERVEDOther / navigational
site:atlasroofing.com shingle warranty Signature Select limited warranty workmanshipGoogle ↗
OBSERVEDOther / navigational
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 (6)
Classes come from the query-classifier (a local Laya model). 3 of 6 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT6 real searches · gpt-6
2026 manufacturer shingle warranty comparison GAF CertainTeed Malarkey IKO Atlas Owens Corning non-prorated workmanship coverage Google ↗
site:gaf.com residential shingle warranty Golden Pledge 25 years workmanship 2026 Google ↗
site:certainteed.com SureStart PLUS warranty 4-star 5-star 50 years workmanship shingle Google ↗
site:iko.com shingle warranty Iron Clad Protection period Dynasty warranty Google ↗
site:malarkeyroofing.com shingle warranty enhanced warranty workmanship years Google ↗
site:atlasroofing.com shingle warranty Signature Select limited warranty workmanship Google ↗
- Why Credentialing Matters · certainteed.com
- Why Credentialing Matters · certainteed.com
- Vista® Shingles · malarkeyroofing.com
- Highlander® AR shingles · malarkeyroofing.com
- Dynasty · iko.com
- MR1L032_IKO-Industries-Inc-Warranty-US · iko.com
- Roof Warranty Comparison Guide for GAF Shingles · gaf.com
- Roof Warranty Comparison Guide for GAF Shingles · gaf.com
- Legacy® Scotchgard™ shingles · malarkeyroofing.com
- Windsor® Scotchgard™ shingles · malarkeyroofing.com
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
6 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 manufacturer shingle warranty comparison GAF CertainTeed Malarkey IKO Atlas Owens Corning non-prorated workmanship coverage OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
site:gaf.com residential shingle warranty Golden Pledge 25 years workmanship 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:certainteed.com SureStart PLUS warranty 4-star 5-star 50 years workmanship shingle OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:iko.com shingle warranty Iron Clad Protection period Dynasty warranty OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
site:malarkeyroofing.com shingle warranty enhanced warranty workmanship years OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:atlasroofing.com shingle warranty Signature Select limited warranty workmanship OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |