Real ChatGPT answer · index seed7YJRanyHxWAcompleteHome services and improvement · contractors and remodelinghowto

Could you compare the installation costs of a heat pump versus a traditional gas furnace hvac system to see which one saves more money on monthly energy bills?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Could you compare the installation costs of a heat pump versus a traditional gas furnace hvac system to see which one saves more money on monthly energy bills?
3 real searches · 1 real-search pass
2026 New Jersey residential electricity rates natural gas rates heating cost heat pump gas furnace comparisonGoogle ↗
OBSERVED
New Jersey heat pump installation cost gas furnace central air installation cost 2026 incentives NJGoogle ↗
OBSERVED
New Jersey Clean Energy heat pump incentives 2026 federal tax credit currentGoogle ↗
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
2026 New Jersey residential electricity rates natural gas rates heating cost heat pump gas furnace comparison Google ↗
New Jersey heat pump installation cost gas furnace central air installation cost 2026 incentives NJ Google ↗
New Jersey Clean Energy heat pump incentives 2026 federal tax credit current Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 New Jersey residential electricity rates natural gas rates heating cost heat pump gas furnace comparison
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
New Jersey heat pump installation cost gas furnace central air installation cost 2026 incentives NJ
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
New Jersey Clean Energy heat pump incentives 2026 federal tax credit current
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1