Real ChatGPT answer · index seedErayzRoouo8completeHome services and improvement · solar panelsinformational
How do structural engineers assess roof load for heavy solar arrays on older colonial-style homes in New England?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do structural engineers assess roof load for heavy solar arrays on older colonial-style homes in New England?
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
structural assessment rooftop solar existing buildings roof loads snow wind ASCE 7 New England older homes engineer guidance Google ↗
Massachusetts building code roof snow loads existing buildings solar photovoltaic structural requirements ASCE 7 2025 Google ↗
- Risk Management SeriesSnow Load Safety GuideFEMA P · fema.gov
- Snow Loads on Solar-Paneled Roofs · ascelibrary.org
- ASCE 7-16 Wind Load Provisions · structuremag.org
- Solar Panel Installations on Existing Structures | Proceedings · ascelibrary.org
- CHAPTER 16 STRUCTURAL DESIGN - 2021 INTERNATIONAL BUILDING CODE WITH MASSACHUSETTS AMENDMENTS · codes.iccsafe.org
- Structural Review Guidance for Rooftop Residential PV (<10 kW) · mass.gov
- [DOCUMENT TITLE] · mass.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
structural assessment rooftop solar existing buildings roof loads snow wind ASCE 7 New England older homes engineer guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Massachusetts building code roof snow loads existing buildings solar photovoltaic structural requirements ASCE 7 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |