Are cleaning dirty air ducts actually worth the money for households with toddlers who have severe allergies and asthma?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are cleaning dirty air ducts actually worth the money for households with toddlers who have severe allergies and asthma?
3 real searches · 1 real-search pass
EPA should you have air ducts cleaned evidence asthma allergies mold rodents excessive dust officialGoogle ↗
OBSERVEDReason
CDC asthma indoor environmental triggers dust mites mold air filters children officialGoogle ↗
OBSERVEDReason
American Lung Association air duct cleaning asthma evidence HVAC ductsGoogle ↗
OBSERVEDReason
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.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
EPA should you have air ducts cleaned evidence asthma allergies mold rodents excessive dust official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
CDC asthma indoor environmental triggers dust mites mold air filters children official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Lung Association air duct cleaning asthma evidence HVAC ducts OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |