Real ChatGPT answer · index seed3Fyqqx4SQjIcompleteHome services and improvement · HVACcommercial

Can you find the most cost effective brand of heat pump that qualifies for tax credits this year for a moderately sized single family home in the Midwest?

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

SEED QUERY
Can you find the most cost effective brand of heat pump that qualifies for tax credits this year for a moderately sized single family home in the Midwest?
1 real search · 1 real-search pass
2026 federal heat pump tax credit Section 25C ended December 31 2025 state utility rebates Midwest cold climate heat pump incentives 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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
2026 federal heat pump tax credit Section 25C ended December 31 2025 state utility rebates Midwest cold climate heat pump incentives 2026 Google ↗
  1. Residential Rebates & Services · mnpower.com
  2. Home Discounts and Rebates · midamericanenergy.com
  3. PSC Heat Pumps · psc.wi.gov
  4. IRS guidance · irs.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 federal heat pump tax credit Section 25C ended December 31 2025 state utility rebates Midwest cold climate heat pump incentives 2026
OBSERVED
Google ↗
AI Mode ↗
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