Real ChatGPT answer · index seedo1O5mmbZ3xocompleteTelecom and utilities · energy efficiencyinformational
How do I calculate the return on investment for upgrading my old lighting to LEDs throughout a four-bedroom rental property?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I calculate the return on investment for upgrading my old lighting to LEDs throughout a four-bedroom rental property?
1 real search · 1 real-search pass
LED lighting energy savings wattage incandescent vs LED ENERGY STAR residential lighting calculationGoogle ↗
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).
Searches and sources
ChatGPT1 real searches · gpt-6
LED lighting energy savings wattage incandescent vs LED ENERGY STAR residential lighting calculation Google ↗
- Learn About LED Lighting · energystar.gov
- ENERGY STAR® Certified LEDs · masssave.com