Real ChatGPT answer · index seedxun1mOABzLAcompleteHome services and improvement · roofingcomparison
Are architectural shingles really that much more durable than three-tab shingles to justify the twenty percent price increase on a tight budget
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are architectural shingles really that much more durable than three-tab shingles to justify the twenty percent price increase on a tight budget
1 real search · 1 real-search pass
architectural shingles vs 3 tab shingles lifespan wind resistance manufacturer warranty installation durabilityGoogle ↗
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 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
architectural shingles vs 3 tab shingles lifespan wind resistance manufacturer warranty installation durability Google ↗
- 3-Tab vs Architectural Shingles: Cost & Lifespan · theroofingbrief.com
- Architectural vs 3-Tab Shingles: Which to Choose · shamrockrestorationllc.com