Real ChatGPT answer · index seednpQqq5KbINAcompleteHome services and improvement · solar panelscomparison

What do I need to know about determining the optimal roof angle for solar in New England when half our roof faces east and the kids play in the backyard

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do I need to know about determining the optimal roof angle for solar in New England when half our roof faces east and the kids play in the backyard
1 real search · 1 real-search pass
New England residential solar optimal tilt east-facing roof annual production NREL PVWatts orientation tilt guidanceGoogle ↗
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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
New England residential solar optimal tilt east-facing roof annual production NREL PVWatts orientation tilt guidance Google ↗
  1. PVWatts solar calculator · pvwatts.nrel.gov
  2. <visual_element id="e1"> · images.masscec.com.s3.amazonaws.com
  3. Best Practices for Siting Solar · docs.nrel.gov
  4. System Design · samrepo.nlr.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
New England residential solar optimal tilt east-facing roof annual production NREL PVWatts orientation tilt guidance
OBSERVED
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