[Question] How would one go about defining the ideal personality compatibility test?

Let’s talk “soulmates”.

Pop culture has more or less drilled into our minds that the idea of machine-found love is dystopian and scary in nature, as if intoxicatedly hitting on members of the other sex at bars, or vainly swiping on profile pictures could possibly lead a person to their ideal match.

On the other hand, we already do have personality compatibility tests such as the Myers Briggs, not that its 16 personality results serve as anything other than a vague, pseudoscience guideline in regards to whom you would probably get along with. I’d like to think we can do better than this.

So, here’s my question for you, LessWrong: Using only practical elements (re: technologies we have available to us) and preferably a reasonable number of questions (<100?), what would you define as a quiz set that would work best in matching two hypercompatible personalities together? Assume you’re tasked with this in the hopes of creating romantic couples, and that you have a reasonably large user population to work with.