Real ChatGPT answer · index seedqPV10kCK6xUcompleteHome services and improvement · roofinginformational
My economics professor asked us to research how supply chain issues are affecting asphalt versus metal roof pricing trends this year, so what are the key market drivers right now?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My economics professor asked us to research how supply chain issues are affecting asphalt versus metal roof pricing trends this year, so what are the key market drivers right now?
3 real searches · 1 real-search pass
2026 asphalt shingle roofing prices supply chain raw materials asphalt roofing market trends 2026Google ↗
OBSERVED
2026 metal roofing prices steel aluminum tariffs coil costs supply chain roofing market trendsGoogle ↗
OBSERVED
2026 US construction materials price index asphalt steel aluminum roofing supply chain energy freight laborGoogle ↗
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 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
2026 asphalt shingle roofing prices supply chain raw materials asphalt roofing market trends 2026 Google ↗
2026 metal roofing prices steel aluminum tariffs coil costs supply chain roofing market trends Google ↗
2026 US construction materials price index asphalt steel aluminum roofing supply chain energy freight labor Google ↗
- Construction Input Costs Rise 11.9% From September 2025 To September 2026 As Price Increases Spread From Fuel & Metals To Other Goods & Deliveries · agc.org
- YEAR OF THE TARIFF: Steel tariff boosts US industry, raises costs for end-users · spglobal.com
- Steel market and industry prospects: OECD Steel Outlook 2026 · oecd.org
- Asphalt Shingle Demand Falls 9.9% in Q1 as Costs Surge · roofingcontractor.com
- AGC – Construction Economics · agc.org
- BLS – Producer Price Index · bls.gov
- ARMA – Asphalt Roofing Manufacturers Association · asphaltroofing.org
- OECD – Steel Industry · oecd.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 asphalt shingle roofing prices supply chain raw materials asphalt roofing market trends 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
2026 metal roofing prices steel aluminum tariffs coil costs supply chain roofing market trends OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
2026 US construction materials price index asphalt steel aluminum roofing supply chain energy freight labor OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |