Real ChatGPT answer · index seedqfA93SYxGcAcompleteHome services and improvement · solar panelscommercial
What tools or software do professional installers use to calculate the optimal roof angle for commercial solar projects in urban areas?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What tools or software do professional installers use to calculate the optimal roof angle for commercial solar projects in urban areas?
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
commercial rooftop solar design software tilt angle shading 3D modeling HelioScope PVsyst Aurora Solar features Google ↗
NREL System Advisor Model PV tilt angle optimization commercial rooftop solar shading official Google ↗
- HelioScope · helioscope.aurorasolar.com
- Design solutions | Commercial solar-plus-storage · helioscope.aurorasolar.com
- Step by Step Commercial Design · help-center.helioscope.com
- Figure 1. HelioScope shade reports give system designers simple visualizations of shading effects. · nrel.gov
- PVsyst · pvsyst.com
- report title · iea-pvps.org
- Solar Rooftop Potential · energy.gov
- Data and Tools | Solar Research · nrel.gov
- Aurora Solar · aurorasolar.com
- NREL SAM · sam.nrel.gov
- System Design · samrepo.nlr.gov
- Shading and Layout · samrepo.nlr.gov
- Data and Tools | Solar Market Research and Analysis · nlr.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
commercial rooftop solar design software tilt angle shading 3D modeling HelioScope PVsyst Aurora Solar features OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
NREL System Advisor Model PV tilt angle optimization commercial rooftop solar shading official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |