Real ChatGPT answer · index seedv7nX2Z6fZlIcompleteHome services and improvement · roofingcommercial
Are architectural asphalt shingles rated for 50 years actually lasting that long in real world weather conditions
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are architectural asphalt shingles rated for 50 years actually lasting that long in real world weather conditions
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
architectural asphalt shingles actual lifespan 50 year warranty real world climate heat UV hail study Google ↗
asphalt shingle service life study expected lifespan roof replacement 20 30 years manufacturer warranty prorated Google ↗
- IBHS Research Reveals Critical Links in Asphalt Shingle Wind Performance After 10 Years of Aging – Insurance Institute for Business & Home Safety · ibhs.org
- Roof Aging Farm Research – Insurance Institute for Business & Home Safety · ibhs.org
- How Long Do Architectural Shingle Roofs Last in Texas? | RoofDog · roofdog.com
- How Long Does a Roof Last in Texas? (By Material) · stonecastlehillcountry.com
- How Long a Roof Lasts in Texas · theroofshepherd.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
architectural asphalt shingles actual lifespan 50 year warranty real world climate heat UV hail study OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
asphalt shingle service life study expected lifespan roof replacement 20 30 years manufacturer warranty prorated OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |