Real ChatGPT answer · index seedoxXxH50LY5AcompleteHome services and improvement · solar panelshowto
What are the pros and cons of solar roof shingles versus traditional bolted racks when you live in an area with high winds?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the pros and cons of solar roof shingles versus traditional bolted racks when you live in an area with high winds?
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 roof shingles wind resistance wind uplift testing building code integrated photovoltaic roofing high wind Google ↗
roof mounted solar panels wind uplift design ASCE 7 attachment rafters wind loads guidance Google ↗
- Severe Weather Resilience in Solar Photovoltaic System Design · energy.gov
- Roof Anchor System for Solar Panels · basc.pnnl.gov
- CHAPTER 9 ROOF ASSEMBLIES - 2025 RESIDENTIAL CODE OF NEW YORK STATE (2025 RCNYS) · codes.iccsafe.org
- FEMA Federal Insurance and Mitigation Administration · fema.gov
- Solar Roof Design and Construction Guide · energylibrary.tesla.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
solar roof shingles wind resistance wind uplift testing building code integrated photovoltaic roofing high wind OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
roof mounted solar panels wind uplift design ASCE 7 attachment rafters wind loads guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |