Real ChatGPT answer · index seeduOQeEQynjAEcompleteHome services and improvement · HVACinformational

Is a dual fuel system combining a heat pump and a gas furnace worth the extra upfront investment for a first time home buyer

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is a dual fuel system combining a heat pump and a gas furnace worth the extra upfront investment for a first time home buyer
2 real searches · 1 real-search pass
New Jersey 2026 heat pump incentives residential federal state utility rebates dual fuel eligibility NJGoogle ↗
OBSERVED
New Jersey residential electricity natural gas rates 2026 heat pump operating cost comparisonGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
New Jersey 2026 heat pump incentives residential federal state utility rebates dual fuel eligibility NJ Google ↗
New Jersey residential electricity natural gas rates 2026 heat pump operating cost comparison Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
New Jersey 2026 heat pump incentives residential federal state utility rebates dual fuel eligibility NJ
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
New Jersey residential electricity natural gas rates 2026 heat pump operating cost comparison
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1