How do I prevent microbial growth and mold in flexible ductwork during humid southern summers without damaging the inner vapor barrier
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I prevent microbial growth and mold in flexible ductwork during humid southern summers without damaging the inner vapor barrier
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
EPA mold moisture control HVAC ducts flexible duct cleaning moisture condensation humidity guidance Google ↗
flexible air ducts installation vapor retarder jacket condensation manufacturer cleaning antimicrobial liner guidance Google ↗
- 4 CHAPTER 4: INSPECTION & INSTALLATION 12 4.1 · flexibleduct.org
- Mold Course Chapter 2: · epa.gov
- A Brief Guide to Mold, Moisture and Your Home · epa.gov
- Should You Have the Air Ducts in Your Home Cleaned? · epa.gov
- EPA 402-F-13053 | December 2013 · epa.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
EPA mold moisture control HVAC ducts flexible duct cleaning moisture condensation humidity guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
flexible air ducts installation vapor retarder jacket condensation manufacturer cleaning antimicrobial liner guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |