Real ChatGPT answer · index seed5Kjrj5hXhOIcompleteHome services and improvement · solar panelscommercial

What are the specific off-grid solar sizing calculations for a remote cabin workshop that runs power tools daily

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the specific off-grid solar sizing calculations for a remote cabin workshop that runs power tools daily
2 real searches · 1 real-search pass
NREL PVWatts solar resource peak sun hours monthly production off-grid solar sizing winter battery inverter motor starting guidanceGoogle ↗
OBSERVEDReason
Victron Energy inverter motor starting surge battery current MPPT sizing technical documentationGoogle ↗
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
NREL PVWatts solar resource peak sun hours monthly production off-grid solar sizing winter battery inverter motor starting guidance Google ↗
Victron Energy inverter motor starting surge battery current MPPT sizing technical documentation Google ↗
  1. PVWatts Calculator · pvwatts.nlr.gov
  2. Working on Solar Design and System Sizing (FS-2023-0655) · extension.umd.edu
  3. victronenergy.com · victronenergy.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
NREL PVWatts solar resource peak sun hours monthly production off-grid solar sizing winter battery inverter motor starting guidance
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Victron Energy inverter motor starting surge battery current MPPT sizing technical documentation
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1