Real ChatGPT answer · index seedyLWTyyG179AcompleteHome services and improvement · contractors and remodelinginformational

What are the energy efficiency tax credits available this year for homeowners buying Pella replacement windows, and how can I use them in my sales pitches?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the energy efficiency tax credits available this year for homeowners buying Pella replacement windows, and how can I use them in my sales pitches?
3 real searches · 1 real-search pass
2026 federal homeowner energy efficient home improvement credit windows Section 25C terminated December 31 2025 IRS 2026Google ↗
OBSERVEDConsequence
Pella replacement windows federal tax credit 2025 25C eligible products ENERGY STAR 2026Google ↗
OBSERVEDOther / navigational
2026 state utility rebates replacement windows homeowners New York energy efficiency incentives NYSERDA windowsGoogle ↗
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 (3)
Short factOther / navigational33%ComparisonConsequence67%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 homeowner energy efficient home improvement credit windows Section 25C terminated December 31 2025 IRS 2026 Google ↗
Pella replacement windows federal tax credit 2025 25C eligible products ENERGY STAR 2026 Google ↗
2026 state utility rebates replacement windows homeowners New York energy efficiency incentives NYSERDA windows Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 federal homeowner energy efficient home improvement credit windows Section 25C terminated December 31 2025 IRS 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Pella replacement windows federal tax credit 2025 25C eligible products ENERGY STAR 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
2026 state utility rebates replacement windows homeowners New York energy efficiency incentives NYSERDA windows
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1