Is it cheaper to repair an older furnace using third-party American Standard furnace parts or should we just invest in a brand new heating system?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it cheaper to repair an older furnace using third-party American Standard furnace parts or should we just invest in a brand new heating system?
1 real search · 1 real-search pass
2026 U.S. average furnace repair costs versus furnace replacement costs aftermarket OEM parts American Standard compatibility warrantyGoogle ↗
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
2026 U.S. average furnace repair costs versus furnace replacement costs aftermarket OEM parts American Standard compatibility warranty Google ↗
- Manufacturer vs. Aftermarket Universal Repair Parts · hvacrbusiness.com
- Repair or Replace · americanstandardair.com
- Homeowner's HVAC Installation Cost Guide · americanstandardair.com