Puree shallot, oil, vinegar, mustard, honey, and pepper in a blender or mini prep or with an immersion blender in a large cup until smooth, about 30 seconds.
Use immediately or store in a sealed jar in the refrigerator up to 1 week.
Bring to room temperature before serving if it becomes solid.
