Real ChatGPT answer · index seednCRN2VBe2EccompleteHome services and improvement · HVACcommercial

What are the critical compliance steps when applying for state and federal tax credits after financing a commercial-grade residential furnace installation?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the critical compliance steps when applying for state and federal tax credits after financing a commercial-grade residential furnace installation?
2 real searches · 1 real-search pass
IRS 2025 25C energy efficient home improvement credit termination December 31 2025 furnace placed in service officialGoogle ↗
OBSERVEDConsequence
Florida residential furnace HVAC tax credits rebates 2026 state incentives officialGoogle ↗
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
IRS 2025 25C energy efficient home improvement credit termination December 31 2025 furnace placed in service official Google ↗
Florida residential furnace HVAC tax credits rebates 2026 state incentives official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IRS 2025 25C energy efficient home improvement credit termination December 31 2025 furnace placed in service official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Florida residential furnace HVAC tax credits rebates 2026 state incentives official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1