Is it true that metal roofs interfere with cell phone service inside new construction homes, and how does the upfront cost compare to premium asphalt shingles today?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it true that metal roofs interfere with cell phone service inside new construction homes, and how does the upfront cost compare to premium asphalt shingles today?
3 real searches · 1 real-search pass
2026 2025 metal roof cellular signal attenuation indoor cell phone signal metal roof building materials study FCCGoogle ↗
OBSERVEDReason
2026 roofing cost per square foot standing seam metal roof premium architectural asphalt shingles installed 2026 cost comparisonGoogle ↗
OBSERVEDComparison
2026 premium asphalt shingle roof installed cost per square foot metal roofing cost standing seam source RSMeans Angi This Old HouseGoogle ↗
OBSERVEDComparison
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). 2 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 2025 metal roof cellular signal attenuation indoor cell phone signal metal roof building materials study FCC Google ↗
2026 roofing cost per square foot standing seam metal roof premium architectural asphalt shingles installed 2026 cost comparison Google ↗
2026 premium asphalt shingle roof installed cost per square foot metal roofing cost standing seam source RSMeans Angi This Old House Google ↗
- Roof Cost Per Square Foot in 2026: Asphalt, Metal, Tile, Slate · theroofingbrief.com
- 2026 Roofing Cost Report: National + Regional Data · theroofingbrief.com
- Roof Replacement Cost Per Square 2026 (Real Pricing) · theroofingbrief.com
- Metal vs. Asphalt Roofing: What’s the Difference? (2026) · thisoldhouse.com
- 2026 Standing Seam Metal Roof Cost · homeguide.com
- 111806.doc · docs.fcc.gov
- Measurement of Attenuation by Building Structures in Cellular Network Bands | IEEE Journals & Magazine · ieeexplore.ieee.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 2025 metal roof cellular signal attenuation indoor cell phone signal metal roof building materials study FCC OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2026 roofing cost per square foot standing seam metal roof premium architectural asphalt shingles installed 2026 cost comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 premium asphalt shingle roof installed cost per square foot metal roofing cost standing seam source RSMeans Angi This Old House OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |