Real ChatGPT answer · index seedqpZewRnMlQQcompleteTelecom and utilities · energy efficiencyinformational
Are solar shingle roofs durable enough to withstand heavy commercial foot traffic and severe weather while still generating enough power for a small business
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are solar shingle roofs durable enough to withstand heavy commercial foot traffic and severe weather while still generating enough power for a small business
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
solar shingles durability hail wind rating foot traffic walking on solar roof manufacturer warranty commercial roof Google ↗
solar shingle roof efficiency output degradation warranty UL 7103 building integrated photovoltaics Google ↗
- System Specifications · energylibrary.tesla.com
- Solar Roof Design and Construction Guide · energylibrary.tesla.com
- GAF Energy Timberline Solar® ES 2: Solar Shingles · gaf.com
- SunStyle · sunstyle.com
- CHAPTER 4 RS PHOTOVOLTAIC SYSTEMS - 2021 INTERNATIONAL SOLAR ENERGY PROVISIONS (ISEP) · codes.iccsafe.org
- CHAPTER 15 ROOF ASSEMBLIES AND ROOFTOP STRUCTURES · codes.iccsafe.org
- Building Integrated Photovoltaic (BIPV) System Testing and Certification · ul.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
solar shingles durability hail wind rating foot traffic walking on solar roof manufacturer warranty commercial roof OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
solar shingle roof efficiency output degradation warranty UL 7103 building integrated photovoltaics OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |