Real ChatGPT answer · index seedrqXi8QDx5FccompleteReal estate · new constructioncommercial

How do I know if my new construction builder actually calculated the right HVAC sizing for two story homes or if they just installed the cheapest unit?

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 I know if my new construction builder actually calculated the right HVAC sizing for two story homes or if they just installed the cheapest unit?
2 real searches · 1 real-search pass
ACCA Manual J Manual S Manual D residential HVAC load calculation equipment selection duct design officialGoogle ↗
OBSERVEDInstruction
ENERGY STAR HVAC quality installation commissioning airflow static pressure residential HVAC checklistGoogle ↗
OBSERVEDInstruction

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 / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

Classes come from the query-classifier (a local Laya model). 1 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
ACCA Manual J Manual S Manual D residential HVAC load calculation equipment selection duct design official Google ↗
ENERGY STAR HVAC quality installation commissioning airflow static pressure residential HVAC checklist Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ACCA Manual J Manual S Manual D residential HVAC load calculation equipment selection duct design official
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
ENERGY STAR HVAC quality installation commissioning airflow static pressure residential HVAC checklist
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1