Real ChatGPT answer · index seedQpA1Lnznbe8completeHome services and improvement · solar panelscomparison

What is the best way to determine the optimal roof angle when doing a DIY solar layout on our new garage addition

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the best way to determine the optimal roof angle when doing a DIY solar layout on our new garage addition
2 real searches · 1 real-search pass
optimal fixed solar panel tilt angle annual energy production latitude Dearborn Michigan NREL PVWatts roof tiltGoogle ↗
OBSERVED
Michigan rooftop solar snow roof pitch panel tilt annual production NRELGoogle ↗
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
optimal fixed solar panel tilt angle annual energy production latitude Dearborn Michigan NREL PVWatts roof tilt Google ↗
Michigan rooftop solar snow roof pitch panel tilt annual production NREL Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
optimal fixed solar panel tilt angle annual energy production latitude Dearborn Michigan NREL PVWatts roof tilt
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Michigan rooftop solar snow roof pitch panel tilt annual production NREL
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1