Real ChatGPT answer · index seedBXS9nDqLCxQcompleteHome services and improvement · HVACinformational

Can you explain the actual ROI of professional air duct sealing for a mid-sized retail storefront using recent energy data?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you explain the actual ROI of professional air duct sealing for a mid-sized retail storefront using recent energy data?
3 real searches · 1 real-search pass
2024 2025 commercial building HVAC duct leakage sealing energy savings field study retail buildings cost paybackGoogle ↗
OBSERVED
EIA commercial buildings energy consumption electricity natural gas prices 2024 commercial sector latest dataGoogle ↗
OBSERVED
DOE commercial duct sealing leakage energy savings HVAC ducts outside conditioned space guidanceGoogle ↗
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
2024 2025 commercial building HVAC duct leakage sealing energy savings field study retail buildings cost payback Google ↗
EIA commercial buildings energy consumption electricity natural gas prices 2024 commercial sector latest data Google ↗
DOE commercial duct sealing leakage energy savings HVAC ducts outside conditioned space guidance Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2024 2025 commercial building HVAC duct leakage sealing energy savings field study retail buildings cost payback
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
EIA commercial buildings energy consumption electricity natural gas prices 2024 commercial sector latest data
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
DOE commercial duct sealing leakage energy savings HVAC ducts outside conditioned space guidance
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1