Real ChatGPT answer · index seedwsyP78OP26scompleteHome services and improvement · solar panelscommercial
What is the cheapest way to correct my roof angle for solar panels if my current roof pitch is too flat for optimal self-cleaning during rainstorms?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the cheapest way to correct my roof angle for solar panels if my current roof pitch is too flat for optimal self-cleaning during rainstorms?
1 real search · 1 real-search pass
solar panel minimum tilt angle self cleaning rain flat roof racking wind uplift guidance NRELGoogle ↗
OBSERVEDReason
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
solar panel minimum tilt angle self cleaning rain flat roof racking wind uplift guidance NREL Google ↗
- CHAPTER 36. SOLAR ENERGY USE · handbook.ashrae.org
- CHAPTER 36 SOLAR ENERGY USE · handbook.ashrae.org
- Life Cycle of Photovoltaic Systems: Install and Commission a Photovoltaic System · energy.gov
- PV System Owner’s Guide to Identifying, Assessing, and Addressing Weather Vulnerabilities, Risks, and Impacts · energy.gov