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What software tools can accurately model tree shading power drop over a full twelve month cycle using LIDAR tree canopy data for my roof?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What software tools can accurately model tree shading power drop over a full twelve month cycle using LIDAR tree canopy data for my roof?
3 real searches · 1 real-search pass
software rooftop solar shading simulation LiDAR point cloud tree canopy seasonal foliage annual PV energy loss PVsyst Aurora Solar Helioscope ScaniflyGoogle ↗
OBSERVEDComparison
PVsyst near shading 3D objects tree shading monthly simulation documentationGoogle ↗
OBSERVEDInstruction
ArcGIS Pro solar radiation LiDAR canopy point cloud solar irradiance analysis documentationGoogle ↗
OBSERVEDInstruction

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 (3)
Short factOther / navigationalComparison33%ConsequenceReasonDefinitionInstruction67%Yes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
software rooftop solar shading simulation LiDAR point cloud tree canopy seasonal foliage annual PV energy loss PVsyst Aurora Solar Helioscope Scanifly Google ↗
PVsyst near shading 3D objects tree shading monthly simulation documentation Google ↗
ArcGIS Pro solar radiation LiDAR canopy point cloud solar irradiance analysis documentation Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
software rooftop solar shading simulation LiDAR point cloud tree canopy seasonal foliage annual PV energy loss PVsyst Aurora Solar Helioscope Scanifly
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
PVsyst near shading 3D objects tree shading monthly simulation documentation
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
ArcGIS Pro solar radiation LiDAR canopy point cloud solar irradiance analysis documentation
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1