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How can I accurately estimate the daily energy production for a forty kilowatt commercial solar array located in the Pacific Northwest given our notoriously cloudy winter weather patterns?

ChatGPTgpt-62 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
How can I accurately estimate the daily energy production for a forty kilowatt commercial solar array located in the Pacific Northwest given our notoriously cloudy winter weather patterns?
2 real searches · 1 real-search pass
NREL PVWatts calculator documentation weather data system losses solar production estimate Pacific NorthwestGoogle ↗
OBSERVED
Pacific Northwest commercial solar PV winter monthly production PVWatts NREL peak sun hours Seattle PortlandGoogle ↗
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 PVWatts calculator documentation weather data system losses solar production estimate Pacific Northwest Google ↗
Pacific Northwest commercial solar PV winter monthly production PVWatts NREL peak sun hours Seattle Portland Google ↗
  1. PVWatts Calculator · pvwatts.nlr.gov
  2. pvwatts.nlr.gov · pvwatts.nlr.gov
  3. Peak Sun Hours in Seattle, WA: Solar Output by Month · liventolife.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
NREL PVWatts calculator documentation weather data system losses solar production estimate Pacific Northwest
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Pacific Northwest commercial solar PV winter monthly production PVWatts NREL peak sun hours Seattle Portland
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1