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Which DIY ceiling fan installation methods are safest when replacing an old light fixture that only has two wires instead of three

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which DIY ceiling fan installation methods are safest when replacing an old light fixture that only has two wires instead of three
3 real searches · 1 real-search pass
ceiling fan installation two wire ceiling box grounding fan rated box safety official guidanceGoogle ↗
OBSERVEDInstruction
CPSC ceiling fan installation electrical box fan rated grounding instructionsGoogle ↗
OBSERVEDInstruction
NFPA old two wire electrical wiring ceiling fan grounding metal boxGoogle ↗
OBSERVEDReason

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 (3)
Short factOther / navigationalComparisonConsequenceReason33%DefinitionInstruction67%Yes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
ceiling fan installation two wire ceiling box grounding fan rated box safety official guidance Google ↗
CPSC ceiling fan installation electrical box fan rated grounding instructions Google ↗
NFPA old two wire electrical wiring ceiling fan grounding metal box Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ceiling fan installation two wire ceiling box grounding fan rated box safety official guidance
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
CPSC ceiling fan installation electrical box fan rated grounding instructions
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
NFPA old two wire electrical wiring ceiling fan grounding metal box
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1