Real ChatGPT answer · index seedGLUaNKhHqnkcompleteHome services and improvement · HVACinformational
Is it cheaper to hire a professional service to clean out dirty air ducts or buy a DIY kit from Home Depot, and do dirty ducts really increase my heating costs that much?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it cheaper to hire a professional service to clean out dirty air ducts or buy a DIY kit from Home Depot, and do dirty ducts really increase my heating costs that much?
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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
residential air duct cleaning cost average 2026 DIY duct cleaning kit price Home Depot OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
does dirty air ducts increase energy bills HVAC duct cleaning energy efficiency EPA DOE OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |