Real ChatGPT answer · index seedkYkYtWxGQAkcompleteHome services and improvement · HVACcommercial

I am building a budget to replace my heating and cooling system what tax incentives should I factor into my financial plan

ChatGPTgpt-62 queries10/30/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I am building a budget to replace my heating and cooling system what tax incentives should I factor into my financial plan
2 real searches · 1 real-search pass
2026 federal tax credit HVAC heat pump Energy Efficient Home Improvement Credit section 25C terminated 2025 IRS placed in serviceGoogle ↗
OBSERVEDConsequence
Dallas Texas 2026 HVAC heat pump rebates utility incentives Oncor residentialGoogle ↗
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 HVAC heat pump Energy Efficient Home Improvement Credit section 25C terminated 2025 IRS placed in service Google ↗
Dallas Texas 2026 HVAC heat pump rebates utility incentives Oncor residential Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 federal tax credit HVAC heat pump Energy Efficient Home Improvement Credit section 25C terminated 2025 IRS placed in service
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Dallas Texas 2026 HVAC heat pump rebates utility incentives Oncor residential
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1