I will attest to UL's thoroughness in developing their certifications. I worked as a construction document reviewer for a local agency. A bit of my job was to verify UL certifications for photovoltaic, storage and generating equipment.
If you want to verify an ebike's UL certification(s) look at its UL labelling. then look that up on UL's online directories.