Real ChatGPT answer · index seedsU5xfhyCtuocompleteHome services and improvement · roofinginformational
What are the actual differences between architectural versus three-tab shingles when you are on a tight budget trying to fix up your first fixer-upper home?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the actual differences between architectural versus three-tab shingles when you are on a tight budget trying to fix up your first fixer-upper home?
1 real search · 1 real-search pass
three tab vs architectural asphalt shingles cost lifespan wind rating manufacturer specifications GAF Owens CorningGoogle ↗
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
three tab vs architectural asphalt shingles cost lifespan wind rating manufacturer specifications GAF Owens Corning Google ↗
- Types of Roofing Shingles · owenscorning.com
- Roof Warranty Comparison Guide for GAF Shingles · gaf.com
- How to choose the best roofing shingles for your home · gaf.com