Personality analysis should explain itself. KKMatch produces multiple dimensions — directness, openness, responsiveness, reflection, and more — each with evidence, confidence, and an alternative reading.
Communication style, directness, openness, engagement, decision style, uncertainty response, conflict style, trust/disclosure, emotional expression, and AI-interaction style.
Each trait links back to the moments in conversation that informed it. You can expand 'why AI thinks this'.
Mark a trait wrong and the model is regenerated; the difference is shown side by side.
Q: How many dimensions?
A: At least ten, each scored with confidence and evidence.
Q: Is it a Myers-Briggs replacement?
A: No. It models interaction behavior in context, not fixed type categories.
Q: Can I see the evidence?
A: Yes — every trait is expandable to reveal observed signals and inference.