Real ChatGPT answer · index seedCSTln16GZo8completeHome services and improvement · solar panelscommercial

What is the most efficient optimal roof angle for solar panels located in Denver if I want to maximize winter energy production for my warehouse?

ChatGPTgpt-62 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
What is the most efficient optimal roof angle for solar panels located in Denver if I want to maximize winter energy production for my warehouse?
2 real searches · 1 real-search pass
Denver Colorado optimal solar panel tilt winter production 55 degrees NREL seasonal tilt latitude plus 15Google ↗
OBSERVED
NREL photovoltaic array tilt winter seasonal optimum snow shedding solar panels ColoradoGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Denver Colorado optimal solar panel tilt winter production 55 degrees NREL seasonal tilt latitude plus 15 Google ↗
NREL photovoltaic array tilt winter seasonal optimum snow shedding solar panels Colorado Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Denver Colorado optimal solar panel tilt winter production 55 degrees NREL seasonal tilt latitude plus 15
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
NREL photovoltaic array tilt winter seasonal optimum snow shedding solar panels Colorado
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1