Note. You need an NxN similarity matrix as input. Use the NxN Clustering tool to generate one.
What it does
Scatter plot of similarity matrix after embeding in 2D coordinates using Multidimensional Scaling (MDS).
Example
Similarity Matrix
output:
Scatter plot