The beam pattern from a foglight is a combination of reflector shape and lens pattern. They generally have a shield in front of the actual bulb to prevent direct lighting. So an LED with its own lens would possibly not show much light at all, or if there is no shield, would display the wrong pattern.
To further confuse the issue, most sellers online are unaware, or uncaring that this actually a difference between fog & spot lights and use the terms interchangeably.