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What is the easiest way to estimate my daily solar energy production in kilowatt hours for my specific zip code using current weather data

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

The searches the AI actually ran for this prompt.

SEED QUERY
What is the easiest way to estimate my daily solar energy production in kilowatt hours for my specific zip code using current weather data
2 real searches · 1 real-search pass
NREL PVWatts API documentation solar production calculator weather data hourly irradianceGoogle ↗
OBSERVED
estimate solar panel output using current weather cloud cover irradiance forecast API solar productionGoogle ↗
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 API documentation solar production calculator weather data hourly irradiance Google ↗
estimate solar panel output using current weather cloud cover irradiance forecast API solar production Google ↗
  1. PVWatts API · developer.nlr.gov
  2. PVWatts Calculator · pvwatts.nlr.gov
  3. Homepage [Forecast.Solar] · forecast.solar
  4. Solar Energy API: Irradiance and Solar PV Forecast · weatherapi.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
NREL PVWatts API documentation solar production calculator weather data hourly irradiance
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
estimate solar panel output using current weather cloud cover irradiance forecast API solar production
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1