Real ChatGPT answer · index seeduMESKayYx8McompleteHome services and improvement · HVACcommercial

What are the best commercial heat pump systems for a small retail office in Ohio considering winter temperatures and current federal tax incentives?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best commercial heat pump systems for a small retail office in Ohio considering winter temperatures and current federal tax incentives?
3 real searches · 1 real-search pass
2026 federal tax incentives commercial heat pumps Section 179D 48E law changes 2026 commercial buildings HVACGoogle ↗
OBSERVED
Ohio commercial heat pump cold climate performance design temperature ASHRAE winterGoogle ↗
OBSERVED
commercial rooftop heat pump systems Trane Carrier Daikin Mitsubishi small retail office cold climate product specificationsGoogle ↗
OBSERVED

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.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
2026 federal tax incentives commercial heat pumps Section 179D 48E law changes 2026 commercial buildings HVAC Google ↗
Ohio commercial heat pump cold climate performance design temperature ASHRAE winter Google ↗
commercial rooftop heat pump systems Trane Carrier Daikin Mitsubishi small retail office cold climate product specifications Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 federal tax incentives commercial heat pumps Section 179D 48E law changes 2026 commercial buildings HVAC
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Ohio commercial heat pump cold climate performance design temperature ASHRAE winter
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
commercial rooftop heat pump systems Trane Carrier Daikin Mitsubishi small retail office cold climate product specifications
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1