Real ChatGPT answer · index seed5KoDVNAkCsMcompleteHome services and improvement · solar panelscommercial
I need to figure out the optimal roof angle for my new solar installation in New England to maximize winter production before the installers arrive tomorrow
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need to figure out the optimal roof angle for my new solar installation in New England to maximize winter production before the installers arrive tomorrow
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
New England solar panel optimal tilt winter latitude plus 15 degrees winter production NREL PVWatts tilt guidance Google ↗
solar panel tilt angle winter snow shedding New England roof mounting wind load guidance Google ↗
- Solar Photovoltaic Hardening for Resilience – Winter Weather · energy.gov
- Life Cycle of Photovoltaic Systems: Install and Commission a Photovoltaic System · energy.gov
- REopt Lite User Manual · nrel.gov
- Solar Orientation For Solar Arrays and Panels · basc.pnnl.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
New England solar panel optimal tilt winter latitude plus 15 degrees winter production NREL PVWatts tilt guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
solar panel tilt angle winter snow shedding New England roof mounting wind load guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |