Real ChatGPT answer · index seed0BxzHGdFY3UcompleteTelecom and utilities · energy efficiencycomparison
Are Lowe and s double pane vinyl windows eligible for enough local rebates to make them cheaper than triple pane alternatives right now?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are Lowe and s double pane vinyl windows eligible for enough local rebates to make them cheaper than triple pane alternatives right now?
3 real searches · 1 real-search pass
2026 New York State window replacement rebates incentives Schenectady NY double pane vinyl windows ENERGY STAR Lowe'sGoogle ↗
OBSERVEDComparison
2026 federal energy efficient home improvement credit windows 25C ended 2025 official IRSGoogle ↗
OBSERVEDReason
NYSERDA window replacement rebates 2026 EmPower+ windows eligibility Schenectady National GridGoogle ↗
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)
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 New York State window replacement rebates incentives Schenectady NY double pane vinyl windows ENERGY STAR Lowe's Google ↗
2026 federal energy efficient home improvement credit windows 25C ended 2025 official IRS Google ↗
NYSERDA window replacement rebates 2026 EmPower+ windows eligibility Schenectady National Grid Google ↗
- Find Incentives and Contractors · nyserda.ny.gov
- EmPower+ · nyserda.ny.gov
- Frequently Asked Questions about EmPower+ · nyserda.ny.gov
- 26 U.S.C. § 25C: Energy efficient home improvement credit · uscode.house.gov
- Comfort Home Pilot Program · nyserda.ny.gov
- Insulation and Air Sealing (Energy Efficiency) Incentives · sustainablewestchester.org
- Residential Windows, Doors, & Skylights · energystar.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 New York State window replacement rebates incentives Schenectady NY double pane vinyl windows ENERGY STAR Lowe's OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 federal energy efficient home improvement credit windows 25C ended 2025 official IRS OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NYSERDA window replacement rebates 2026 EmPower+ windows eligibility Schenectady National Grid OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |