Real ChatGPT answer · index seedW4yhlvWSJQEcompleteTelecom and utilities · energy efficiencyinformational

Can I use home equity loans to finance a complete solar shingle roof installation and is the interest tax-deductible for energy upgrades

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can I use home equity loans to finance a complete solar shingle roof installation and is the interest tax-deductible for energy upgrades
2 real searches · 1 real-search pass
IRS home equity loan interest deduction 2026 qualified residence debt used to buy build substantially improve home Publication 936Google ↗
OBSERVEDReason
IRS residential clean energy credit solar shingles 2026 Section 25D terminated December 31 2025 lawGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequence50%Reason50%DefinitionInstructionYes / 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
IRS home equity loan interest deduction 2026 qualified residence debt used to buy build substantially improve home Publication 936 Google ↗
IRS residential clean energy credit solar shingles 2026 Section 25D terminated December 31 2025 law Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS home equity loan interest deduction 2026 qualified residence debt used to buy build substantially improve home Publication 936
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
IRS residential clean energy credit solar shingles 2026 Section 25D terminated December 31 2025 law
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1