Real ChatGPT answer · index seed3JRqw4frf2IcompleteTelecom and utilities · energy efficiencyinformational

Are there any new federal tax incentives under the Inflation Reduction Act for retrofitting an older HVAC system with a variable-speed compressor?

ChatGPTgpt-62 queries10/30/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any new federal tax incentives under the Inflation Reduction Act for retrofitting an older HVAC system with a variable-speed compressor?
2 real searches · 1 real-search pass
2026 federal tax credits HVAC heat pump 25C terminated December 31 2025 One Big Beautiful Bill IRS variable speed compressor retrofitGoogle ↗
OBSERVEDReason
IRS Energy Efficient Home Improvement Credit 25C central air conditioner heat pump requirements 2025 compressor retrofitGoogle ↗
OBSERVEDInstruction

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 / navigationalComparisonConsequenceReason50%DefinitionInstruction50%Yes / 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 tax credits HVAC heat pump 25C terminated December 31 2025 One Big Beautiful Bill IRS variable speed compressor retrofit Google ↗
IRS Energy Efficient Home Improvement Credit 25C central air conditioner heat pump requirements 2025 compressor retrofit Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 federal tax credits HVAC heat pump 25C terminated December 31 2025 One Big Beautiful Bill IRS variable speed compressor retrofit
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
IRS Energy Efficient Home Improvement Credit 25C central air conditioner heat pump requirements 2025 compressor retrofit
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1