Choosing between asphalt shingles and a metal roof for a new construction home, considering upfront installation costs and long term energy savings in Texas.
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The searches the AI actually ran for this prompt.
SEED QUERY
Choosing between asphalt shingles and a metal roof for a new construction home, considering upfront installation costs and long term energy savings in Texas.
3 real searches · 1 real-search pass
Texas roofing cost asphalt shingles vs metal roof installed cost per square foot 2026 Texas energy savings cool roof metal asphalt shinglesGoogle ↗
OBSERVED
Texas energy efficiency metal roofing cool roof energy savings Department of Energy cool roofs asphalt shingles metal roofsGoogle ↗
OBSERVED
Texas roof lifespan asphalt shingles metal roof insurance hail wind Texas building codeGoogle ↗
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
Texas roofing cost asphalt shingles vs metal roof installed cost per square foot 2026 Texas energy savings cool roof metal asphalt shingles Google ↗
Texas energy efficiency metal roofing cool roof energy savings Department of Energy cool roofs asphalt shingles metal roofs Google ↗
Texas roof lifespan asphalt shingles metal roof insurance hail wind Texas building code Google ↗
- Roof Replacement Cost In Texas (2026 Guide) · mmroofsiding.com
- Metal Roof Cost in Texas (2026 Installed Prices) · arproofing.com
- Cool Roofs · energystar.gov
- Consumer Guide to Cool Roofs · energy.gov
- News | | Roofing Contractors Association of Texas (RCAT) · web.rcat.net
- Making repairs after a storm · tdi.texas.gov
- Roof performance is based on where the home is located and the perils that impact it. For example, an asphalt shingle roof even after 8-10 years becomes very vulnerable to severe winds from hurricanes or severe thunderstorms. A standing seam metal roof is one of the most resilient roofs to severe weather such as hurricanes and thunderstorms. But proper installation is crucial to its life expectancy. A good product installed incorrectly will not perform as the manufacturer has intended. · iii.org
- 2024 building code update · content.govdelivery.com
- Insurance and your roof: What to know when buying a policy or filing a claim · tdi.texas.gov
- High-R Attics: Eaves in Vented Attics · bsesc.energy.gov
- ZEB Technologies: Building Envelope & Architectural Considerations · energy.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Texas roofing cost asphalt shingles vs metal roof installed cost per square foot 2026 Texas energy savings cool roof metal asphalt shingles OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Texas energy efficiency metal roofing cool roof energy savings Department of Energy cool roofs asphalt shingles metal roofs OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Texas roof lifespan asphalt shingles metal roof insurance hail wind Texas building code OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |