How much do Pittsburgh HVAC companies charge to sanitize ductwork and get rid of musty smells on a budget?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much do Pittsburgh HVAC companies charge to sanitize ductwork and get rid of musty smells on a budget?
1 real search · 1 real-search pass
Pittsburgh PA air duct cleaning cost duct sanitizing odor removal prices 2026Google ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Pittsburgh PA air duct cleaning cost duct sanitizing odor removal prices 2026 Google ↗
- How Much Does Air Duct Cleaning Cost in Pittsburgh, PA? (2026) · furthur.net
- Pittsburgh Duct Cleaning Costs & Prices · duct-cleaning.promatcher.com
- Duct cleaning cost in Pittsburgh, PA (2026) · hvacfind.com
- Air Duct Cleaning Cost in Pittsburgh, PA (2026) — Compare Local Quotes · costwhale.com