Which energy efficient window package options should we select with our builder today to maximize tax credits and lower our utility bills in central Ohio?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which energy efficient window package options should we select with our builder today to maximize tax credits and lower our utility bills in central Ohio?
3 real searches · 1 real-search pass
2026 federal Energy Efficient Home Improvement Credit 25C windows terminated December 31 2025 IRS officialGoogle ↗
OBSERVEDConsequence
ENERGY STAR residential windows criteria Northern climate zone U-factor SHGC central Ohio officialGoogle ↗
OBSERVEDComparison
Ohio utility rebates energy efficient windows 2026 AEP Ohio Columbia Gas window rebatesGoogle ↗
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)
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 Energy Efficient Home Improvement Credit 25C windows terminated December 31 2025 IRS official Google ↗
ENERGY STAR residential windows criteria Northern climate zone U-factor SHGC central Ohio official Google ↗
Ohio utility rebates energy efficient windows 2026 AEP Ohio Columbia Gas window rebates Google ↗
- Energy Efficient Home Improvement Credit · irs.gov
- IRS Issues Fact Sheet on Expiring Clean Energy Tax Incentives · cpapracticeadvisor.com
- Residential Windows, Doors, & Skylights · energystar.gov
- Purchasing Energy-Efficient Residential Windows, Doors, and Skylights · energy.gov
- What makes it ENERGY STAR? · energystar.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 federal Energy Efficient Home Improvement Credit 25C windows terminated December 31 2025 IRS official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
ENERGY STAR residential windows criteria Northern climate zone U-factor SHGC central Ohio official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Ohio utility rebates energy efficient windows 2026 AEP Ohio Columbia Gas window rebates OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |