Real ChatGPT answer · index seedAHqVBIK7sIMcompleteHome services and improvement · roofingcommercial
what is the average lifespan of asphalt shingles today compared to twenty years ago and which brands last the longest
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
what is the average lifespan of asphalt shingles today compared to twenty years ago and which brands last the longest
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
asphalt shingle lifespan average 20 years ago vs today architectural shingles 2006 2026 durability study Google ↗
longest lasting asphalt shingles brands premium architectural shingles warranty lifetime GAF CertainTeed Owens Corning Malarkey 2026 Google ↗
- STUDY OF LIFE EXPECTANCY OF HOME COMPONENTS - National Association of Home Builders / Bank of America Home Equity · readkong.com
- <visual_element id="e1"> · irp-cdn.multiscreensite.com
- Asphalt Shingle Roof Longevity, Lifespan & Life Expectancy · theroofingbrief.com
- SHINGLE & ACCESSORY WARRANTIES FOR SINGLE FAMILY HOMES · malarkeyroofing.com
- Shingle & Accessory · malarkeyroofing.com
- Malarkey official website · malarkeyroofing.com
- 2026 Shingle Brand Comparison Report (7 Brands) · theroofingbrief.com
- 2026 Roofing Warranty Comparison Database (7 Brands) · theroofingbrief.com
- Roof Warranty Comparison Guide for GAF Shingles · gaf.com
- Atlas official website · atlasroofing.com
- CertainTeed official website · certainteed.com
- Best Asphalt Shingle Brands of 2026: GAF vs Owens Corning vs CertainTeed · shinglescience.com
- Owens Corning official website · owenscorning.com
- Roof Shingles: Asphalt Roofing Shingles · gaf.com
- GAF official website · gaf.com
- Long-Term Durability of Asphalt Shingle Roof Covers: Laboratory Degradation Characteristics · nist.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
asphalt shingle lifespan average 20 years ago vs today architectural shingles 2006 2026 durability study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
longest lasting asphalt shingles brands premium architectural shingles warranty lifetime GAF CertainTeed Owens Corning Malarkey 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |