Real ChatGPT answer · index seedFor0CmDqy58completeHome services and improvement · appliancesinformational
Do multi zone ductless mini split AC units save enough money on heating oil to justify the high upfront installation cost for a tight budget
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do multi zone ductless mini split AC units save enough money on heating oil to justify the high upfront installation cost for a tight budget
3 real searches · 1 real-search pass
ductless heat pump savings versus heating oil operating cost cold climate efficiency payback DOEGoogle ↗
OBSERVED
EIA residential heating oil prices 2025 2026 average price heating seasonGoogle ↗
OBSERVED
Massachusetts clean energy center air source heat pump cost savings heating oil case studyGoogle ↗
OBSERVED
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.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
ductless heat pump savings versus heating oil operating cost cold climate efficiency payback DOE Google ↗
EIA residential heating oil prices 2025 2026 average price heating season Google ↗
Massachusetts clean energy center air source heat pump cost savings heating oil case study Google ↗
- Memorandum · mass.gov
- Cold Climate Air Source Heat Pumps · nrel.gov
- Ductless Heating & Cooling · energystar.gov
- Heat Pump Systems · energy.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
ductless heat pump savings versus heating oil operating cost cold climate efficiency payback DOE OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
EIA residential heating oil prices 2025 2026 average price heating season OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Massachusetts clean energy center air source heat pump cost savings heating oil case study OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |