Real ChatGPT answer · index seed8CQMIbLqXCccompleteHome services and improvement · HVACcomparison

Understanding SEER ratings for heat pumps versus traditional air conditioners to see which one qualifies for the latest energy tax credits.

ChatGPTgpt-62 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Understanding SEER ratings for heat pumps versus traditional air conditioners to see which one qualifies for the latest energy tax credits.
2 real searches · 1 real-search pass
2026 federal energy efficient home improvement tax credit 25C ended December 31 2025 IRS heat pump SEER2 requirementsGoogle ↗
OBSERVEDReason
2026 New York State heat pump rebates incentives residential air conditioner heat pump NYSERDA 2026Google ↗
OBSERVEDConsequence

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 (2)
Short factOther / navigationalComparisonConsequence50%Reason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
2026 federal energy efficient home improvement tax credit 25C ended December 31 2025 IRS heat pump SEER2 requirements Google ↗
2026 New York State heat pump rebates incentives residential air conditioner heat pump NYSERDA 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 federal energy efficient home improvement tax credit 25C ended December 31 2025 IRS heat pump SEER2 requirements
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
2026 New York State heat pump rebates incentives residential air conditioner heat pump NYSERDA 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1