Real ChatGPT answer · index seedHze3mntzkwYcompleteTelecom and utilities · energy efficiencyinformational
My husband and I are retired on a fixed income, so how much can we realistically lower our electric bill by upgrading our aging central air conditioning system?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My husband and I are retired on a fixed income, so how much can we realistically lower our electric bill by upgrading our aging central air conditioning system?
3 real searches · 1 real-search pass
U.S. Department of Energy central air conditioner replacement energy savings older system SEER2 efficiency savings estimateGoogle ↗
OBSERVEDConsequence
ENERGY STAR central air conditioner replacement savings older systems cooling costsGoogle ↗
OBSERVEDComparison
Texas residential air conditioning energy efficiency rebates 2026 Grapevine Texas utilityGoogle ↗
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 (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
U.S. Department of Energy central air conditioner replacement energy savings older system SEER2 efficiency savings estimate Google ↗
ENERGY STAR central air conditioner replacement savings older systems cooling costs Google ↗
Texas residential air conditioning energy efficiency rebates 2026 Grapevine Texas utility Google ↗
- When is it time to replace? · energystar.gov
- Purchasing Energy-Efficient Residential Central Air Conditioners · energy.gov
- Inflation Reduction Act Rebates and Tax Credits · comptroller.texas.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
U.S. Department of Energy central air conditioner replacement energy savings older system SEER2 efficiency savings estimate OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
ENERGY STAR central air conditioner replacement savings older systems cooling costs OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Texas residential air conditioning energy efficiency rebates 2026 Grapevine Texas utility OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |