Real ChatGPT answer · index seed3hBFNRymz18completeTelecom and utilities · switching providersinformational

Does upgrading to a smart meter actually help lower electricity bills for a small retail shop operating during peak pricing hours?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Does upgrading to a smart meter actually help lower electricity bills for a small retail shop operating during peak pricing hours?
2 real searches · 1 real-search pass
Texas small business smart meter interval data time of use electricity rates demand charges retail electricity OncorGoogle ↗
OBSERVEDReason
Texas PUCT smart meter customer usage data 15 minute interval small business electricity billing demand chargesGoogle ↗
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
Texas small business smart meter interval data time of use electricity rates demand charges retail electricity Oncor Google ↗
Texas PUCT smart meter customer usage data 15 minute interval small business electricity billing demand charges Google ↗
  1. ONCOR FAQS DETAILS · oncor.com
  2. Smart Meter Texas · myspe.smartprepaidelectric.com
  3. FOR BUSINESS · oncor.com
  4. DELIVERY CHARGES 101 · oncor.com
  5. Demand Charge · directenergy.com
  6. Smart Meter Texas · smartmetertexas.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Texas small business smart meter interval data time of use electricity rates demand charges retail electricity Oncor
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Texas PUCT smart meter customer usage data 15 minute interval small business electricity billing demand charges
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1