Real ChatGPT answer · index seedKhZUJTIi3xIcompleteHome services and improvement · solar panelsinformational

Trying to figure out if spending extra money on high efficiency panels is worth it for a budget conscious homeowner whose roof faces slightly west

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

The searches the AI actually ran for this prompt.

SEED QUERY
Trying to figure out if spending extra money on high efficiency panels is worth it for a budget conscious homeowner whose roof faces slightly west
2 real searches · 1 real-search pass
NREL solar photovoltaic orientation west-facing roof annual production azimuth tilt homeowner efficiency panels roof space costGoogle ↗
OBSERVED
Department of Energy solar panel efficiency cost roof space high efficiency panels homeownerGoogle ↗
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
NREL solar photovoltaic orientation west-facing roof annual production azimuth tilt homeowner efficiency panels roof space cost Google ↗
Department of Energy solar panel efficiency cost roof space high efficiency panels homeowner Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
NREL solar photovoltaic orientation west-facing roof annual production azimuth tilt homeowner efficiency panels roof space cost
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Department of Energy solar panel efficiency cost roof space high efficiency panels homeowner
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1