Real ChatGPT answer · index seed2Zx9T2Xp47McompleteTelecom and utilities · energy efficiencyinformational

Are there any federal tax credits or senior discounts available this year for upgrading my drafty windows and doors

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any federal tax credits or senior discounts available this year for upgrading my drafty windows and doors
2 real searches · 1 real-search pass
2026 federal tax credit windows exterior doors Section 25C terminated December 31 2025 IRS 2026Google ↗
OBSERVEDConsequence
Texas 2026 senior assistance weatherization windows doors utility rebates older adults energy efficiencyGoogle ↗
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 (2)
Short factOther / navigationalComparison50%Consequence50%ReasonDefinitionInstructionYes / no

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

ChatGPT2 real searches · gpt-6
2026 federal tax credit windows exterior doors Section 25C terminated December 31 2025 IRS 2026 Google ↗
Texas 2026 senior assistance weatherization windows doors utility rebates older adults energy efficiency Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 federal tax credit windows exterior doors Section 25C terminated December 31 2025 IRS 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Texas 2026 senior assistance weatherization windows doors utility rebates older adults energy efficiency
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1