Real ChatGPT answer · index seed4JihpiwYPygcompleteTelecom and utilities · energy efficiencyinformational
What are the current federal tax credits for upgrading to double pane Low E windows in a drafty older home
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the current federal tax credits for upgrading to double pane Low E windows in a drafty older home
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS Energy Efficient Home Improvement Credit 25C windows terminated after December 31 2025 2026 current law OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
IRS Form 5695 2025 windows $600 ENERGY STAR Most Efficient manufacturer identification number requirements OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |