Real ChatGPT answer · index seedDETekNLG1NUcompleteReal estate · real estate investingcommercial

What are the current average costs to replace a commercial grade HVAC system on a small apartment building in Ohio?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the current average costs to replace a commercial grade HVAC system on a small apartment building in Ohio?
2 real searches · 1 real-search pass
2026 commercial HVAC system replacement cost multifamily apartment building per ton Ohio installation costGoogle ↗
OBSERVEDReason
Ohio commercial HVAC replacement cost rooftop unit split system 2026 labor equipmentGoogle ↗
OBSERVEDShort fact

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 / navigationalComparisonConsequenceReason50%DefinitionInstructionYes / 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 commercial HVAC system replacement cost multifamily apartment building per ton Ohio installation cost Google ↗
Ohio commercial HVAC replacement cost rooftop unit split system 2026 labor equipment Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 commercial HVAC system replacement cost multifamily apartment building per ton Ohio installation cost
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Ohio commercial HVAC replacement cost rooftop unit split system 2026 labor equipment
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1