Real ChatGPT answer · index seedfCO1dfYoOP0completeHome services and improvement · solar panelslocal

How do I calculate my daily energy production needs before getting quotes from solar salesmen in Helotes

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do I calculate my daily energy production needs before getting quotes from solar salesmen in Helotes
2 real searches · 1 real-search pass
Helotes Texas average solar photovoltaic production kWh per kW PVWatts solar resourceGoogle ↗
OBSERVEDReason
NREL PVWatts calculator system losses default solar production estimateGoogle ↗
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 / navigationalComparisonConsequenceReason100%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
Helotes Texas average solar photovoltaic production kWh per kW PVWatts solar resource Google ↗
NREL PVWatts calculator system losses default solar production estimate Google ↗
  1. PVWatts Calculator · pvwatts.nlr.gov
  2. PVWatts API · developer.nlr.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Helotes Texas average solar photovoltaic production kWh per kW PVWatts solar resource
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
NREL PVWatts calculator system losses default solar production estimate
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1