Real ChatGPT answer · index seedqfPy3OxipuUcompleteHome services and improvement · roofingcomparison
Is Malarkey better than GAF for cold weather performance since it is freezing outside and my roof is leaking?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Malarkey better than GAF for cold weather performance since it is freezing outside and my roof is leaking?
2 real searches · 1 real-search pass
Malarkey shingles cold weather installation temperature flexibility cold climate NEX polymer modified asphalt GAF Timberline installation cold weather minimum temperatureGoogle ↗
OBSERVED
Malarkey technical installation instructions cold weather shingles hand sealing cold temperatures GAF shingle installation cold weatherGoogle ↗
OBSERVED
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
Malarkey shingles cold weather installation temperature flexibility cold climate NEX polymer modified asphalt GAF Timberline installation cold weather minimum temperature Google ↗
Malarkey technical installation instructions cold weather shingles hand sealing cold temperatures GAF shingle installation cold weather Google ↗
- NEX® Polymer Modified Asphalt · malarkeyroofing.com
- FAQ · malarkeyroofing.com
- Recommendations for Installation of Asphalt Roofing Shingles in Cold Weather · asphaltroofing.org
- Malarkey Roofing Products · malarkeyroofing.com
- Technical Advisory Bulletin · gaf.com
- Installing Timberline HDZ Shingles in Different Seasons · gaf.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Malarkey shingles cold weather installation temperature flexibility cold climate NEX polymer modified asphalt GAF Timberline installation cold weather minimum temperature OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Malarkey technical installation instructions cold weather shingles hand sealing cold temperatures GAF shingle installation cold weather OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |