Real ChatGPT answer · index seedbYYLmy8TtMEcompleteTelecom and utilities · energy efficiencycomparison

Evaluate the utility bill auditing software Urjanet against simple spreadsheet methods for verifying commercial power factor penalties.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Evaluate the utility bill auditing software Urjanet against simple spreadsheet methods for verifying commercial power factor penalties.
3 real searches · 1 real-search pass
Urjanet utility bill data platform features utility bill auditing tariff data power factor penalties commercial electricityGoogle ↗
OBSERVEDOther / navigational
Urjanet Arcadia utility data acquisition product official utility bill data platformGoogle ↗
OBSERVEDOther / navigational
commercial electricity power factor penalty billing kVARh kW demand tariff calculation utility officialGoogle ↗
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 / navigational67%ComparisonConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 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
Urjanet utility bill data platform features utility bill auditing tariff data power factor penalties commercial electricity Google ↗
Urjanet Arcadia utility data acquisition product official utility bill data platform Google ↗
commercial electricity power factor penalty billing kVARh kW demand tariff calculation utility official Google ↗
  1. Frequently asked questions · arcadia.com
  2. Company History & Acquisitions · arcadia.com
  3. Arcadia platform · arcadia.com
  4. Introduction · docs.arcadia.com
  5. Commercial Service · tpud.org
  6. COMMERCIAL METERING · oncor.com
  7. Industrial Power Factor Analysis Guidebook · osti.gov

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Urjanet utility bill data platform features utility bill auditing tariff data power factor penalties commercial electricity
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Urjanet Arcadia utility data acquisition product official utility bill data platform
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
commercial electricity power factor penalty billing kVARh kW demand tariff calculation utility official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1