Real ChatGPT answer · index seedEg7Yiqwwje4completeHome services and improvement · HVACcommercial

Is it better to repair a twelve year old gas furnace that needs a new heat exchanger or just replace the whole unit with a high efficiency model?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it better to repair a twelve year old gas furnace that needs a new heat exchanger or just replace the whole unit with a high efficiency model?
1 real search · 1 real-search pass
Massachusetts gas furnace heat exchanger replacement cost high efficiency furnace replacement cost 2026 rebates Mass SaveGoogle ↗
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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
Massachusetts gas furnace heat exchanger replacement cost high efficiency furnace replacement cost 2026 rebates Mass Save Google ↗
  1. Boilers & Furnaces | Residential · masssave.com
  2. Natural Gas Heating · nationalgridus.com
  3. Mass Save heating and cooling incentives · masssave.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Massachusetts gas furnace heat exchanger replacement cost high efficiency furnace replacement cost 2026 rebates Mass Save
OBSERVED
Google ↗
AI Mode ↗
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of 1