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What is the most accurate way to cross-reference my solar contractor estimated daily energy production against actual utility generation data for a mid-sized commercial building in Texas?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the most accurate way to cross-reference my solar contractor estimated daily energy production against actual utility generation data for a mid-sized commercial building in Texas?
3 real searches · 1 real-search pass
Texas commercial solar utility interval data 15 minute smart meter Green Button CenterPoint Oncor ERCOT customer dataGoogle ↗
OBSERVEDReason
NREL PVWatts API hourly solar production weather data actual versus modeled PV system performanceGoogle ↗
OBSERVEDComparison
Texas PUC distributed generation meter solar production net metering utility meter behind the meterGoogle ↗
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 (3)
Short factOther / navigationalComparison33%ConsequenceReason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Texas commercial solar utility interval data 15 minute smart meter Green Button CenterPoint Oncor ERCOT customer data Google ↗
NREL PVWatts API hourly solar production weather data actual versus modeled PV system performance Google ↗
Texas PUC distributed generation meter solar production net metering utility meter behind the meter Google ↗
  1. Smart Meter Texas official portal · smartmetertexas.com
  2. FOR BUSINESS · oncor.com
  3. SMART METER · interchange.puc.texas.gov
  4. Smart Meter Texas · smartprepaidelectric.com
  5. COMMERCIAL METERING · oncor.com
  6. PUBLIC UTILITY COMMISSION · ftp.puc.texas.gov
  7. NREL PVWatts Calculator · pvwatts.nrel.gov
  8. PVWatts API · developer.nlr.gov
  9. PVWatts V8 API · developer.nlr.gov
  10. NREL System Advisor Model · sam.nrel.gov
  11. pvwatts.nlr.gov · pvwatts.nlr.gov
  12. PVWatts Calculator · pvwatts.nlr.gov

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Texas commercial solar utility interval data 15 minute smart meter Green Button CenterPoint Oncor ERCOT customer data
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
NREL PVWatts API hourly solar production weather data actual versus modeled PV system performance
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Texas PUC distributed generation meter solar production net metering utility meter behind the meter
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1