Real ChatGPT answer · index seedj7JzZo2Lu1ocompleteFinance and banking · budgeting and savinginformational

Which residential energy audits reveal the most effective insulation upgrades for lowering monthly electric utility bills in older homes?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which residential energy audits reveal the most effective insulation upgrades for lowering monthly electric utility bills in older homes?
2 real searches · 1 real-search pass
U.S. Department of Energy home energy audit blower door infrared thermography insulation duct leakage recommendations older homesGoogle ↗
OBSERVED
ENERGY STAR home energy assessment insulation air sealing attic walls crawlspace blower door testGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
U.S. Department of Energy home energy audit blower door infrared thermography insulation duct leakage recommendations older homes Google ↗
ENERGY STAR home energy assessment insulation air sealing attic walls crawlspace blower door test Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
U.S. Department of Energy home energy audit blower door infrared thermography insulation duct leakage recommendations older homes
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
ENERGY STAR home energy assessment insulation air sealing attic walls crawlspace blower door test
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1