A geometry nodes setup that let's you get fake liquid on a curve quickly. Animatable. The file contains two collections showing the simple setup of just liquid on a curve and the liquid "interacting" with a surface. Hover over the input fields in the geometry nodes for a tooltip.
For more details, check out my Youtube tutorial: https://youtu.be/-mAmjkauErU
A blender file