Real ChatGPT answer · index seedy5VWlGCBTSQcompleteHome services and improvement · HVACinformational
Is it worth paying extra for high efficiency Trane heat pumps over Carrier models when replacing a fifteen year old system this month?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it worth paying extra for high efficiency Trane heat pumps over Carrier models when replacing a fifteen year old system this month?
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). 1 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
2026 Maryland heat pump incentives rebates federal tax credit 2026 heat pump tax credit expiration official Google ↗
Trane Carrier heat pump model comparison SEER2 HSPF2 variable speed 2026 Google ↗
- Heating and Cooling · bgesmartenergy.com
- Overview for Participating Contractors · homeenergysavings.pepco.com
- Inflation Reduction Act Home Energy Rebate Programs · energy.maryland.gov
- Energy Efficient Home Improvement Credit · irs.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Maryland heat pump incentives rebates federal tax credit 2026 heat pump tax credit expiration official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Trane Carrier heat pump model comparison SEER2 HSPF2 variable speed 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |