Real ChatGPT answer · index seedw7Fe4ShyAy4completeHome services and improvement · contractors and remodelinginformational

How does the pitch and orientation of my roof affect the overall solar panel installation cost and energy production efficiency in my specific geographic region?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How does the pitch and orientation of my roof affect the overall solar panel installation cost and energy production efficiency in my specific geographic region?
2 real searches · 1 real-search pass
Jersey City New Jersey solar panel optimal tilt azimuth annual production roof orientation NREL PVWattsGoogle ↗
OBSERVED
New Jersey residential solar installation cost roof pitch steep roof additional cost flat roof mounting 2026Google ↗
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
Jersey City New Jersey solar panel optimal tilt azimuth annual production roof orientation NREL PVWatts Google ↗
New Jersey residential solar installation cost roof pitch steep roof additional cost flat roof mounting 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Jersey City New Jersey solar panel optimal tilt azimuth annual production roof orientation NREL PVWatts
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
New Jersey residential solar installation cost roof pitch steep roof additional cost flat roof mounting 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1