Compare the true long-term costs of installing an architectural asphalt shingle roof versus a standing seam metal roof for a house in the Philadelphia region.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the true long-term costs of installing an architectural asphalt shingle roof versus a standing seam metal roof for a house in the Philadelphia region.
3 real searches · 1 real-search pass
Philadelphia PA roof replacement cost architectural asphalt shingles standing seam metal roof installed cost 2026Google ↗
OBSERVED
standing seam metal roof lifespan maintenance cost asphalt architectural shingles lifespan replacement lifecycle cost sourcesGoogle ↗
OBSERVED
Philadelphia climate freeze thaw snow roofing asphalt shingles metal roof energy savings insurance fire resistanceGoogle ↗
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
Philadelphia PA roof replacement cost architectural asphalt shingles standing seam metal roof installed cost 2026 Google ↗
standing seam metal roof lifespan maintenance cost asphalt architectural shingles lifespan replacement lifecycle cost sources Google ↗
Philadelphia climate freeze thaw snow roofing asphalt shingles metal roof energy savings insurance fire resistance Google ↗
- Roof Replacement in Philadelphia, PA · 3droofs.com
- Roof Replacement Cost in Philadelphia, PA (2026): $13K–$24K · roofcostindex.com
- How Long Does a Roof Last? Lifespan by Material in PA & MD · eastcoastroofingsystems.com
- How Long Does a Roof Last in PA, NJ & DE? (Honest Answer by Material) · alferoofing.com
- EXECUTIVE SUMMARY · atas.com
- Cool Roofs · energystar.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
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Philadelphia PA roof replacement cost architectural asphalt shingles standing seam metal roof installed cost 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
standing seam metal roof lifespan maintenance cost asphalt architectural shingles lifespan replacement lifecycle cost sources OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Philadelphia climate freeze thaw snow roofing asphalt shingles metal roof energy savings insurance fire resistance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |