Real ChatGPT answer · index seedLze390K5qkscompleteHome services and improvement · roofinginformational
What is the best procedure for storm damaged shingle repair when dealing with creased 3 tab shingles on a low slope residential property?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the best procedure for storm damaged shingle repair when dealing with creased 3 tab shingles on a low slope residential property?
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 installation low slope 2:12 4:12 double underlayment manufacturer instructions 3 tab shingle repair creased wind damage Google ↗
GAF asphalt shingle repair replace damaged shingles hand sealing installation instructions low slope Google ↗
- To: GAF Residential Sales, GAF Contractors, Field · documents.gaf.com
- TAB-R-114 Hand-Sealing Shingles · gaf.com
- CHAPTER 9 ROOF ASSEMBLIES · codes.iccsafe.org
- Installation of Asphalt Shingles on Lower Sloped Roofs · asphaltroofing.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
asphalt shingle installation low slope 2:12 4:12 double underlayment manufacturer instructions 3 tab shingle repair creased wind damage OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
GAF asphalt shingle repair replace damaged shingles hand sealing installation instructions low slope OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |