Real ChatGPT answer · index seed24VKUZOX5jEcompleteTelecom and utilities · energy efficiencyinformational
Can swapping out every incandescent bulb for LEDs really save me a hundred dollars a year?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can swapping out every incandescent bulb for LEDs really save me a hundred dollars a year?
1 real search · 1 real-search pass
ENERGY STAR LED bulbs use 75% less energy incandescent bulbs 60 watt 9 watt annual savings electricity costGoogle ↗
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
ENERGY STAR LED bulbs use 75% less energy incandescent bulbs 60 watt 9 watt annual savings electricity cost Google ↗
- ENERGY STAR® CERTIFIED BULBS AT A GLANCE · energystar.gov
- Choose ENERGY STAR · energystar.gov