Real ChatGPT answer · index seedLjkLKL57vAMcompleteHome services and improvement · solar panelscomparison

Does my roof angle matter more than my geographic location when estimating annual electricity bill savings in the Northeast?

ChatGPTgpt-61 query11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Does my roof angle matter more than my geographic location when estimating annual electricity bill savings in the Northeast?
1 real search · 1 real-search pass
Northeast US residential solar annual production geographic variation roof pitch azimuth NREL PVWattsGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
Northeast US residential solar annual production geographic variation roof pitch azimuth NREL PVWatts Google ↗
  1. Integration of Rooftop · nrel.gov
  2. pvwatts.nlr.gov · pvwatts.nlr.gov
  3. PVWatts Calculator · pvwatts.nlr.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Northeast US residential solar annual production geographic variation roof pitch azimuth NREL PVWatts
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1