Real ChatGPT answer · index seedf09RI3mYOS0completeHome services and improvement · roofinginformational
What are the current material cost trends for architectural shingles versus traditional three-tab shingles in the Northeast U.S. market right now?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the current material cost trends for architectural shingles versus traditional three-tab shingles in the Northeast U.S. market right now?
3 real searches · 1 real-search pass
2026 Northeast U.S. asphalt roofing shingles material prices architectural vs three-tab cost trends October 2026Google ↗
OBSERVEDComparison
2026 asphalt shingle manufacturer price increases roofing materials Northeast October 2026Google ↗
OBSERVEDConsequence
2026 roofing shingle price per bundle architectural three tab Northeast supplier pricingGoogle ↗
OBSERVEDShort fact
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 (3)
Classes come from the query-classifier (a local Laya model). 1 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
2026 Northeast U.S. asphalt roofing shingles material prices architectural vs three-tab cost trends October 2026 Google ↗
2026 asphalt shingle manufacturer price increases roofing materials Northeast October 2026 Google ↗
2026 roofing shingle price per bundle architectural three tab Northeast supplier pricing Google ↗
- Shingle Prices Per Bundle 2026: Real Supply House Numbers · theroofingbrief.com
- Shingle Supply House Pricing 2026: Per Bundle, Per Sq · theroofingbrief.com
- GAF We protect what matters most™ April 23, 2026 · marsupply.com
- Roofing Material Prices: Monthly Trend for Contractors (Sep 2026) · buildworkpro.com
- Table Data - Producer Price Index by Commodity: Nonmetallic Mineral Products: Prepared Asphalt and Tar Roofing and Siding Products | FRED · fred.stlouisfed.org
- RoofVista Roofing Cost Index · roofvista.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Northeast U.S. asphalt roofing shingles material prices architectural vs three-tab cost trends October 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 asphalt shingle manufacturer price increases roofing materials Northeast October 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
2026 roofing shingle price per bundle architectural three tab Northeast supplier pricing OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |