Real ChatGPT answer · index seedNNRiWTTmdwwcompleteHome services and improvement · roofingcommercial
How much does it usually cost per square foot to upgrade from 3-tab shingles to luxury designer shingles on a medium sized family home?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much does it usually cost per square foot to upgrade from 3-tab shingles to luxury designer shingles on a medium sized family home?
1 real search · 1 real-search pass
2026 luxury designer asphalt shingles installed cost per square foot vs 3 tab shingles upgrade cost CaliforniaGoogle ↗
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
2026 luxury designer asphalt shingles installed cost per square foot vs 3 tab shingles upgrade cost California Google ↗
- Asphalt Shingle Roof Cost in Los Angeles: 2026 Guide · bestlaroofing.com
- Asphalt Shingle Roof Cost Installed 2026: Per Sq Ft · theroofingbrief.com
- How Much Does an Asphalt Shingle Roof Cost in 2026? · fixr.com