Real ChatGPT answer · index seediljRBpC11gQcompleteHome services and improvement · solar panelscommercial

I live in Ohio and need to figure out the optimal roof angle for solar panels to get the most winter generation since my electric bill spikes when the sun goes down early.

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

The searches the AI actually ran for this prompt.

SEED QUERY
I live in Ohio and need to figure out the optimal roof angle for solar panels to get the most winter generation since my electric bill spikes when the sun goes down early.
2 real searches · 1 real-search pass
Ohio solar panel optimal tilt winter latitude plus 15 degrees solar resource guidanceGoogle ↗
OBSERVED
NREL solar panel tilt angle winter production battery storage evening electricity useGoogle ↗
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
Ohio solar panel optimal tilt winter latitude plus 15 degrees solar resource guidance Google ↗
NREL solar panel tilt angle winter production battery storage evening electricity use Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ohio solar panel optimal tilt winter latitude plus 15 degrees solar resource guidance
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
NREL solar panel tilt angle winter production battery storage evening electricity use
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1