Real ChatGPT answer · index seedy1wp1ZlN2pMcompleteHome services and improvement · solar panelsinformational
Are solar roof shingles a viable option for a commercial building with a slightly sloped architectural roof
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are solar roof shingles a viable option for a commercial building with a slightly sloped architectural roof
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
commercial solar roof shingles low slope roof minimum pitch commercial building 2026 Google ↗
solar roof tiles commercial building architectural roof low slope BIPV products warranty fire rating Google ↗
- Solar Roof Design and Construction Guide · energylibrary.tesla.com
- CHAPTER 15 ROOF ASSEMBLIES AND ROOFTOP STRUCTURES - 2021 INTERNATIONAL BUILDING CODE (IBC) WITH RHODE ISLAND AMENDMENTS · codes.iccsafe.org
- CHAPTER 5 CS PHOTOVOLTAIC SYSTEMS - 2015 INTERNATIONAL SOLAR ENERGY PROVISIONS (ISEP) · codes.iccsafe.org
- Commercial solar roofing · gaf.com
- Solstex product information · elemex.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
commercial solar roof shingles low slope roof minimum pitch commercial building 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
solar roof tiles commercial building architectural roof low slope BIPV products warranty fire rating OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |