Real ChatGPT answer · index seedLuYGkOdM8HkcompleteHome services and improvement · solar panelscommercial

What is the optimal roof angle for solar panels in Austin Texas if I want to maximize my energy generation during my first year living in my new house?

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

SEED QUERY
What is the optimal roof angle for solar panels in Austin Texas if I want to maximize my energy generation during my first year living in my new house?
2 real searches · 1 real-search pass
Austin Texas optimal solar panel tilt angle annual energy production NREL PVWatts tilt azimuthGoogle ↗
OBSERVED
NREL solar panel tilt angle latitude annual production fixed tilt south facing PVWattsGoogle ↗
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
Austin Texas optimal solar panel tilt angle annual energy production NREL PVWatts tilt azimuth Google ↗
NREL solar panel tilt angle latitude annual production fixed tilt south facing PVWatts Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Austin Texas optimal solar panel tilt angle annual energy production NREL PVWatts tilt azimuth
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
NREL solar panel tilt angle latitude annual production fixed tilt south facing PVWatts
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1