THE COMPATIBILITY DIFFERENCE
Our Algorithms Match for Success
Our sophisticated matching algorithms are always exploring “If this, then that” when deployed. They consider many unique combinations across varied contextual situations of relationships—whether at work or school—rank-order best fit matches most poised for success.
Scientifically-Validated Matching Algorithms
We utilize a deep-learning methodology based on advances made in both technology and science. Our research-based algorithms incorporate data, train themselves to recognize patterns and then predict who should be working together in pairs or groups to optimize success.
Machine learning has confirmed that matching people on internal similarities AND differences holds predictive value as to whether or not the relationship will be successful.
We study and understand personality, attitude, and behavioral characteristics. We don’t match on single constructs because we realize that matching on just one aspect of a person is likely to miss many more fundamental areas of connection needed for a gratifying and productive relationship.

What Makes Compatibility Unique
Connects people for engagement, retention, and success
Reduces implicit bias in the matching process by incorporating similarities and differences
Developed by doctorate-level professionals
Uses psychosocial data to predict successful relationships
Offers flexibility with customizable features
Transforms relationship experiences into meaningful, actionable data by leveraging AI and machine learning
Explore Our Data-Driven Products
Mentor Connect
Data-driven mentor program creation and automation that is grounded in relationship research and program outcome data


Roommate Connect
Premier roommate matching product delivering great outcomes through breakthrough matching methodology