Real ChatGPT answer · index seedBPpstdE2mfYcompleteHome services and improvement · HVACinformational

How often do small business office air ducts actually need to be professionally cleaned to maintain good indoor air quality for employees?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How often do small business office air ducts actually need to be professionally cleaned to maintain good indoor air quality for employees?
2 real searches · 1 real-search pass
EPA air duct cleaning recommendations when should ducts be cleaned office buildings NADCA frequencyGoogle ↗
OBSERVED
ASHRAE indoor air quality office HVAC filters ventilation maintenance duct cleaning 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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
EPA air duct cleaning recommendations when should ducts be cleaned office buildings NADCA frequency Google ↗
ASHRAE indoor air quality office HVAC filters ventilation maintenance duct cleaning guidance Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
EPA air duct cleaning recommendations when should ducts be cleaned office buildings NADCA frequency
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
ASHRAE indoor air quality office HVAC filters ventilation maintenance duct cleaning guidance
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1