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

How does determining optimal roof angle change when you have a complex hip roof style like our colonial house?

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 determining optimal roof angle change when you have a complex hip roof style like our colonial house?
2 real searches · 1 real-search pass
optimal solar panel tilt roof orientation complex hip roof multiple planes annual production NREL PVWattsGoogle ↗
OBSERVEDComparison
hip roof geometry pitch hips rafters roof design structural considerationsGoogle ↗
OBSERVEDReason

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.

ChatGPT real searches (2)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
optimal solar panel tilt roof orientation complex hip roof multiple planes annual production NREL PVWatts Google ↗
hip roof geometry pitch hips rafters roof design structural considerations Google ↗
  1. Residential Hip Roof · buildusingsteel.org
  2. Guide to Hip Roofs · gaf.com
  3. System Design · samrepo.nlr.gov
  4. SAM Photovoltaic Models - System Advisor Model · sam.nlr.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
optimal solar panel tilt roof orientation complex hip roof multiple planes annual production NREL PVWatts
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
hip roof geometry pitch hips rafters roof design structural considerations
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1