Real ChatGPT answer · index seedRpEQhLMtDkkcompleteHome services and improvement · HVACcomparison

Should I choose a gas furnace or an electric heat pump with backup strips for heating our metal workshop in upstate New York

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

The searches the AI actually ran for this prompt.

SEED QUERY
Should I choose a gas furnace or an electric heat pump with backup strips for heating our metal workshop in upstate New York
2 real searches · 1 real-search pass
cold climate heat pump performance upstate New York 5°F backup electric resistance heating NYSERDAGoogle ↗
OBSERVED
New York residential electricity natural gas prices heat pump operating cost comparison 2025 2026Google ↗
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
cold climate heat pump performance upstate New York 5°F backup electric resistance heating NYSERDA Google ↗
New York residential electricity natural gas prices heat pump operating cost comparison 2025 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
cold climate heat pump performance upstate New York 5°F backup electric resistance heating NYSERDA
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
New York residential electricity natural gas prices heat pump operating cost comparison 2025 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1