Real ChatGPT answer · index seedphVqoaY0cA0completeFinance and banking · budgeting and savingcommercial

What are the most effective ways to audit my home energy usage this winter to significantly lower my electric utility bills without freezing?

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the most effective ways to audit my home energy usage this winter to significantly lower my electric utility bills without freezing?
3 real searches · 1 real-search pass
site:energy.gov home energy assessment air sealing insulation thermostat winter energy savings heatingGoogle ↗
OBSERVED
site:energystar.gov home energy yardstick heating cooling winter energy saving tipsGoogle ↗
OBSERVED
energy saver winter heating thermostat ceiling fans water heater electricity usage home auditGoogle ↗
OBSERVED

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.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
site:energy.gov home energy assessment air sealing insulation thermostat winter energy savings heating Google ↗
site:energystar.gov home energy yardstick heating cooling winter energy saving tips Google ↗
energy saver winter heating thermostat ceiling fans water heater electricity usage home audit Google ↗
  1. Heat & Cool Efficiently · energystar.gov
  2. Energy Savings at Home · energystar.gov
  3. Ductless Heating & Cooling · energystar.gov
  4. Home Energy Checklist · energy.gov
  5. How Does the Yardstick Work? · energystar.gov
  6. Home Energy Yardstick · energystar.gov
  7. Whole-House Weatherization · energy.gov
  8. Home Energy Improvements · energystar.gov

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
site:energy.gov home energy assessment air sealing insulation thermostat winter energy savings heating
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
site:energystar.gov home energy yardstick heating cooling winter energy saving tips
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
energy saver winter heating thermostat ceiling fans water heater electricity usage home audit
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1