Real ChatGPT answer · index seedblvSFYL6byscompleteTelecom and utilities · energy efficiencycommercial
How much money do dimmer switches actually save on a monthly electric bill in a typical one bedroom apartment
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much money do dimmer switches actually save on a monthly electric bill in a typical one bedroom apartment
1 real search · 1 real-search pass
how much electricity do dimmer switches save incandescent LED bulbs energy efficiency utilityGoogle ↗
OBSERVEDComparison
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)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
how much electricity do dimmer switches save incandescent LED bulbs energy efficiency utility Google ↗
- Energy Efficient Lighting · citizensutilityboard.org
- Will I Save Energy if I Dim LED and CFL bulbs? · leviton.com
- Lighting Choices to Save You Money · webarchive-beta.loc.gov