Real ChatGPT answer · index seedxjl6ygOd8D8completeHome services and improvement · HVACbrand

How do current federal tax credits apply to replacing an entire HVAC system with American Standard high efficiency units in Pennsylvania?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do current federal tax credits apply to replacing an entire HVAC system with American Standard high efficiency units in Pennsylvania?
2 real searches · 1 real-search pass
2026 federal residential energy efficiency tax credits HVAC 25C ended December 31 2025 IRS law 2026Google ↗
OBSERVEDShort fact
Pennsylvania state rebates HVAC heat pump incentives 2026 federal tax credit HVACGoogle ↗
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 fact50%Other / navigationalComparison50%ConsequenceReasonDefinitionInstructionYes / 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 residential energy efficiency tax credits HVAC 25C ended December 31 2025 IRS law 2026 Google ↗
Pennsylvania state rebates HVAC heat pump incentives 2026 federal tax credit HVAC Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 federal residential energy efficiency tax credits HVAC 25C ended December 31 2025 IRS law 2026
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
Pennsylvania state rebates HVAC heat pump incentives 2026 federal tax credit HVAC
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1