Real ChatGPT answer · index seedPs4I2lbRWGgcompleteTelecom and utilities · switching providerscommercial

What are the pros and cons of switching our office heating system from electric to an automatic heating oil delivery service?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the pros and cons of switching our office heating system from electric to an automatic heating oil delivery service?
1 real search · 1 real-search pass
U.S. Department of Energy heat pump efficiency compared electric resistance heating and oil boiler AFUE heating oil considerations commercial buildingsGoogle ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
U.S. Department of Energy heat pump efficiency compared electric resistance heating and oil boiler AFUE heating oil considerations commercial buildings Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
U.S. Department of Energy heat pump efficiency compared electric resistance heating and oil boiler AFUE heating oil considerations commercial buildings
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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