Real ChatGPT answer · index seedHLLR2Z9cezIcompleteHome services and improvement · HVACinformational
What is the payback period for upgrading to a high efficiency heat pump system with a very high SEER rating in our climate?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the payback period for upgrading to a high efficiency heat pump system with a very high SEER rating in our climate?
3 real searches · 1 real-search pass
2026 federal tax credits heat pump residential HVAC Arizona current statusGoogle ↗
OBSERVEDConsequence
Phoenix Arizona residential electricity rates 2026 APS SRP heat pump efficiency SEER2 savings cooling climateGoogle ↗
OBSERVEDComparison
Phoenix Arizona climate cooling season cooling degree days heat pump SEER2 energy savings paybackGoogle ↗
OBSERVEDConsequence
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
2026 federal tax credits heat pump residential HVAC Arizona current status Google ↗
Phoenix Arizona residential electricity rates 2026 APS SRP heat pump efficiency SEER2 savings cooling climate Google ↗
Phoenix Arizona climate cooling season cooling degree days heat pump SEER2 energy savings payback Google ↗
- Will a New AC Pay for Itself in Phoenix? The Real Math · phoenixcoolingguide.com
- What SEER2 Rating Should I Buy in Arizona? · phoenixcoolingguide.com
- Efficiency Arizona · efficiencyarizona.com
- Governor’s Office of Resiliency Announces Significant Changes to Efficiency Arizona Program · resilient.az.gov
- Energy Efficient Home Improvement Credit · irs.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 federal tax credits heat pump residential HVAC Arizona current status OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Phoenix Arizona residential electricity rates 2026 APS SRP heat pump efficiency SEER2 savings cooling climate OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Phoenix Arizona climate cooling season cooling degree days heat pump SEER2 energy savings payback OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |