Real ChatGPT answer · index seedht3lyWUnSPocompleteTelecom and utilities · energy efficiencyinformational
Are LED bulbs really cheaper to run and what wattage should I buy to replace my old 60-watt incandescent bulbs immediately?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are LED bulbs really cheaper to run and what wattage should I buy to replace my old 60-watt incandescent bulbs immediately?
1 real search · 1 real-search pass
60 watt incandescent replacement LED 800 lumens 9 watts Energy Star savings electricity officialGoogle ↗
OBSERVEDOther / navigational
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
60 watt incandescent replacement LED 800 lumens 9 watts Energy Star savings electricity official Google ↗
- Learn About Brightness · energystar.gov
- Purchasing Energy-Efficient Light Bulbs · energy.gov
- Shopping for Light Bulbs · consumer.ftc.gov