Real ChatGPT answer · index seedEarrlurAsVocompleteHome services and improvement · HVACcommercial

Help me compare the best 16 SEER versus 20 SEER heat pump systems to replace my dying unit before the end of this week.

ChatGPTgpt-61 query11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Help me compare the best 16 SEER versus 20 SEER heat pump systems to replace my dying unit before the end of this week.
1 real search · 1 real-search pass
2026 heat pump SEER2 16 vs 20 efficiency costs Massachusetts installation incentives current weekGoogle ↗
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
2026 heat pump SEER2 16 vs 20 efficiency costs Massachusetts installation incentives current week Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 heat pump SEER2 16 vs 20 efficiency costs Massachusetts installation incentives current week
OBSERVED
Google ↗
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