Real ChatGPT answer · index seedAId2AXzoTPMcompleteTelecom and utilities · water and gas utilitiescommercial

what are the best energy saving tips recommended by gas utilities to help lower my monthly heating bills significantly

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

The searches the AI actually ran for this prompt.

SEED QUERY
what are the best energy saving tips recommended by gas utilities to help lower my monthly heating bills significantly
2 real searches · 1 real-search pass
Michigan natural gas utility energy saving tips heating bills furnace filter thermostat insulation air sealing Consumers Energy DTEGoogle ↗
OBSERVEDInstruction
U.S. Department of Energy save energy heating thermostat 7 10 degrees 8 hours furnace filter air leaks attic insulationGoogle ↗
OBSERVEDInstruction

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 / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / 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
Michigan natural gas utility energy saving tips heating bills furnace filter thermostat insulation air sealing Consumers Energy DTE Google ↗
U.S. Department of Energy save energy heating thermostat 7 10 degrees 8 hours furnace filter air leaks attic insulation Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Michigan natural gas utility energy saving tips heating bills furnace filter thermostat insulation air sealing Consumers Energy DTE
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
U.S. Department of Energy save energy heating thermostat 7 10 degrees 8 hours furnace filter air leaks attic insulation
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1