Real ChatGPT answer · index seedsigWDRRMwOccompleteHome services and improvement · HVACcomparison

What is the average return on investment for air duct cleaning and sealing in a commercial building with high employee dust complaints

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

The searches the AI actually ran for this prompt.

SEED QUERY
What is the average return on investment for air duct cleaning and sealing in a commercial building with high employee dust complaints
3 real searches · 1 real-search pass
commercial HVAC duct sealing energy savings ROI duct leakage studies commercial buildingsGoogle ↗
OBSERVED
commercial air duct cleaning energy savings evidence indoor air quality EPA NADCAGoogle ↗
OBSERVED
ASHRAE commercial building duct sealing leakage energy savings studyGoogle ↗
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
commercial HVAC duct sealing energy savings ROI duct leakage studies commercial buildings Google ↗
commercial air duct cleaning energy savings evidence indoor air quality EPA NADCA Google ↗
ASHRAE commercial building duct sealing leakage energy savings study Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
commercial HVAC duct sealing energy savings ROI duct leakage studies commercial buildings
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
commercial air duct cleaning energy savings evidence indoor air quality EPA NADCA
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
ASHRAE commercial building duct sealing leakage energy savings study
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1