Real ChatGPT answer · index seedmCHxmDZixNAcompleteReal estate · new constructioncommercial

Are there any federal tax credits or local utility rebates available for installing high-efficiency variable speed heat pumps in new residential construction?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any federal tax credits or local utility rebates available for installing high-efficiency variable speed heat pumps in new residential construction?
3 real searches · 1 real-search pass
2026 federal tax credits new residential construction heat pump 25C 45L termination date OBBBA IRSGoogle ↗
OBSERVEDConsequence
Houston Texas utility rebates new construction high efficiency variable speed heat pump CenterPoint Energy residential 2026Google ↗
OBSERVEDComparison
Texas utility residential new construction heat pump rebate 2026 Houston CenterPoint EntergyGoogle ↗
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 (3)
Short factOther / navigationalComparison67%Consequence33%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
2026 federal tax credits new residential construction heat pump 25C 45L termination date OBBBA IRS Google ↗
Houston Texas utility rebates new construction high efficiency variable speed heat pump CenterPoint Energy residential 2026 Google ↗
Texas utility residential new construction heat pump rebate 2026 Houston CenterPoint Entergy Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 federal tax credits new residential construction heat pump 25C 45L termination date OBBBA IRS
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Houston Texas utility rebates new construction high efficiency variable speed heat pump CenterPoint Energy residential 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Texas utility residential new construction heat pump rebate 2026 Houston CenterPoint Entergy
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1