Real ChatGPT answer · index seedUPnywcZHWO4completeTelecom and utilities · water and gas utilitieshowto

Are there any local utility assistance programs or energy efficiency rebates in California that help small businesses upgrade their old gas heating systems to more modern, cost-effective commercial units?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any local utility assistance programs or energy efficiency rebates in California that help small businesses upgrade their old gas heating systems to more modern, cost-effective commercial units?
3 real searches · 1 real-search pass
California 2026 small business commercial HVAC rebates gas furnace heat pump utility incentives officialGoogle ↗
OBSERVEDComparison
California small business energy efficiency programs commercial HVAC rebates PG&E SCE SDG&E SoCalGas 2026 officialGoogle ↗
OBSERVEDReason
California TECH Clean California commercial heat pump incentives small business 2026Google ↗
OBSERVEDConsequence

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%Consequence33%Reason33%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
California 2026 small business commercial HVAC rebates gas furnace heat pump utility incentives official Google ↗
California small business energy efficiency programs commercial HVAC rebates PG&E SCE SDG&E SoCalGas 2026 official Google ↗
California TECH Clean California commercial heat pump incentives small business 2026 Google ↗
  1. Contractor Energy Resources · energy.ca.gov

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
California 2026 small business commercial HVAC rebates gas furnace heat pump utility incentives official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
California small business energy efficiency programs commercial HVAC rebates PG&E SCE SDG&E SoCalGas 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
California TECH Clean California commercial heat pump incentives small business 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1