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How does the Manual J calculation work when determining the proper system tonnage for a house with very poor insulation?

ChatGPTgpt-61 query11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
How does the Manual J calculation work when determining the proper system tonnage for a house with very poor insulation?
1 real search · 1 real-search pass
ACCA Manual J residential load calculation insulation infiltration sensible latent cooling load equipment sizing Manual SGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
ACCA Manual J residential load calculation insulation infiltration sensible latent cooling load equipment sizing Manual S Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ACCA Manual J residential load calculation insulation infiltration sensible latent cooling load equipment sizing Manual S
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
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