Real ChatGPT answer · index seedoiteNAlGSykcompleteHome services and improvement · solar panelsinformational

How much additional energy yield can I expect by adjusting my fixed-tilt solar array twice a year between summer and winter optimal angles in the mid-Atlantic region?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How much additional energy yield can I expect by adjusting my fixed-tilt solar array twice a year between summer and winter optimal angles in the mid-Atlantic region?
2 real searches · 1 real-search pass
seasonal tilt adjustment solar panels annual energy gain two positions summer winter fixed tilt NRELGoogle ↗
OBSERVED
PVWatts optimal tilt seasonal adjustment annual energy production mid atlantic latitude solar tilt angleGoogle ↗
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

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
seasonal tilt adjustment solar panels annual energy gain two positions summer winter fixed tilt NREL
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
PVWatts optimal tilt seasonal adjustment annual energy production mid atlantic latitude solar tilt angle
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1