Real ChatGPT answer · index seed5tHeXg5oCZQcompleteHome services and improvement · HVACcomparison

Which HVAC brands are currently offering the best rebates or tax credits for installing high efficiency heat pumps in single family homes

ChatGPTgpt-63 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Which HVAC brands are currently offering the best rebates or tax credits for installing high efficiency heat pumps in single family homes
3 real searches · 1 real-search pass
2026 federal heat pump tax credit 25C ended December 31 2025 current IRS 2026Google ↗
OBSERVEDConsequence
Maryland 2026 heat pump rebates residential single family Pepco EmPOWER Maryland rebates heat pumpGoogle ↗
OBSERVEDConsequence
2026 HVAC manufacturer heat pump rebates Carrier Trane Lennox Mitsubishi Bosch Daikin rebatesGoogle ↗
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 (3)
Short factOther / navigationalComparison33%Consequence67%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
2026 federal heat pump tax credit 25C ended December 31 2025 current IRS 2026 Google ↗
Maryland 2026 heat pump rebates residential single family Pepco EmPOWER Maryland rebates heat pump Google ↗
2026 HVAC manufacturer heat pump rebates Carrier Trane Lennox Mitsubishi Bosch Daikin rebates Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 federal heat pump tax credit 25C ended December 31 2025 current IRS 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Maryland 2026 heat pump rebates residential single family Pepco EmPOWER Maryland rebates heat pump
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
2026 HVAC manufacturer heat pump rebates Carrier Trane Lennox Mitsubishi Bosch Daikin rebates
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1