How much should I expect to pay for labor and materials when hiring a licensed contractor to replace an entire residential duct network?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much should I expect to pay for labor and materials when hiring a licensed contractor to replace an entire residential duct network?
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
HVAC ductwork replacement cost 2026 Florida residential complete duct system installed pricing Google ↗
2026 residential HVAC ductwork replacement cost Florida labor materials per square foot Google ↗
- Ductwork Replacement Cost in Florida (2026): Prices & Permits · hometriva.com
- Ductwork Replacement Cost in Tampa, FL (2026): $2,700–$13,000 · hometriva.com
- How Much Does HVAC Ductwork Replacement Cost in an Existing Florida Home? · floridaconstructionestimating.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
HVAC ductwork replacement cost 2026 Florida residential complete duct system installed pricing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 residential HVAC ductwork replacement cost Florida labor materials per square foot OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |