Real ChatGPT answer · index seed4aJKbvkNkLocompleteTelecom and utilities · energy efficiencyhowto

We are thinking about installing a whole house fan this weekend, what are the actual energy savings and do I need a permit?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We are thinking about installing a whole house fan this weekend, what are the actual energy savings and do I need a permit?
2 real searches · 1 real-search pass
whole house fan energy savings measured study DOE cooling energy savings climate conditionsGoogle ↗
OBSERVEDReason
New York City whole house fan installation permit electrical building permit DOB requirementsGoogle ↗
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
whole house fan energy savings measured study DOE cooling energy savings climate conditions Google ↗
New York City whole house fan installation permit electrical building permit DOB requirements Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
whole house fan energy savings measured study DOE cooling energy savings climate conditions
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
New York City whole house fan installation permit electrical building permit DOB requirements
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1