Real ChatGPT answer · index seedvrlrrRAQwgwcompleteTelecom and utilities · energy efficiencybrand

What is the average installation time for a whole house fan if I hire a local handyman to cut into my ceiling this afternoon to beat the weekend heat?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What is the average installation time for a whole house fan if I hire a local handyman to cut into my ceiling this afternoon to beat the weekend heat?
2 real searches · 1 real-search pass
whole house fan installation time handyman ceiling cut framing electrical typical hoursGoogle ↗
OBSERVEDShort fact
whole house fan installation safety attic ventilation electrical permit ceiling joists installation guideGoogle ↗
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 fact50%Other / navigationalComparisonConsequenceReasonDefinitionInstruction50%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
whole house fan installation time handyman ceiling cut framing electrical typical hours Google ↗
whole house fan installation safety attic ventilation electrical permit ceiling joists installation guide Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
whole house fan installation time handyman ceiling cut framing electrical typical hours
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
whole house fan installation safety attic ventilation electrical permit ceiling joists installation guide
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1