What "high confidence" means at Masii
When Masii sends you a match, she gives it a confidence score. Not a vague "you two have a lot in common" — a specific number, grounded in how well two people align across 36 different signals.
We only introduce matches at 87% confidence or above. That number is not arbitrary. It represents the threshold where alignment is strong enough across enough dimensions that a real relationship has room to grow.
But what does that actually mean?
One dimension is never enough
Most matchmaking platforms lean hard on one or two signals. Religion. Location. Maybe education level. The idea is that if you share the big things, the rest will work itself out.
It doesn't.
Two people can both be Gujarati Hindu, both living in Chicago, both with graduate degrees — and be completely wrong for each other. One does Navratri garba every night for nine days. The other hasn't been to a mandir in three years. One sends money home to family in Rajkot every month. The other hasn't been to India since 2019. Same checkboxes, different lives.
High confidence means Masii has looked beyond the obvious. She has mapped how two people actually live, not just what boxes they check.
The 36 signals
Masii evaluates alignment across categories that a good matchmaker auntie would care about — but does it systematically.
Cultural identity: not just "are you Punjabi" but how Punjabi. Do you speak it daily? Is Vaisakhi a big deal in your household, or just another weekend? Do you cook Punjabi food or order it?
Family dynamics: how involved is your family in your decisions? Do you call your parents every day or once a week? Would your partner need to be someone your parents approve of, or is that negotiable?
Values and lifestyle: where do you stand on finances, ambition, social life, health? Are you the kind of person who's at the gym at 6 AM, or the kind who considers walking to the coffee shop exercise?
Relationship expectations: what does partnership look like to you? Shared finances or separate? Kids or no kids? Stay in the US or move back to India eventually?
Each of these categories contains multiple signals. And Masii weighs them differently depending on what you've told her matters most.
Weighted, not equal
Here's what makes this different from a compatibility quiz. Not every signal carries the same weight — and the weighting is personalized.
If you tell Masii that dietary practice is non-negotiable, that signal gets amplified. If you say location is flexible, that signal gets dampened. The confidence score reflects your priorities, not a generic formula.
"I don't care if he's in a different city. I care that he understands why I do puja every morning. That's not negotiable for me."
When someone says that, Masii takes it seriously. A match who is geographically convenient but spiritually indifferent would score lower than a match who is a flight away but shares that daily practice. The math follows the meaning.
What 87% actually looks like
An 87% match doesn't mean two people agree on everything. That would be strange and probably boring. It means they are strongly aligned on the dimensions that matter most to both of them, and compatible enough on the rest that differences become interesting rather than divisive.
Maybe one person is a morning person and the other is not. That's a lifestyle difference, but it rarely breaks a relationship. But if one person wants three kids and the other wants none — that's a structural incompatibility, and Masii catches it before anyone wastes an evening.
At 87%, you're looking at two people who share a foundation. Similar values around family. Compatible views on money and ambition. Enough cultural overlap that one person's home feels familiar to the other. And aligned on the big life questions — where to live, whether to have children, how much family involvement feels right.
Why we don't show lower matches
We could show you everyone at 60% or above. The pool would be bigger. You'd have more options. More swiping, more browsing, more "maybe this one could work."
We don't do that.
Because volume isn't the problem. Every dating app in the world gives you volume. The problem is signal. The problem is knowing, before you invest an evening and your emotional energy, that this person is worth meeting.
Your masi wouldn't introduce you to someone she had a bad feeling about just to give you options. Neither does Masii.
The honest version
We're not claiming Masii is perfect. 87% confidence means there's still uncertainty. People are complicated. Chemistry is real and hard to predict. Someone can be right on paper and wrong in person.
But we'd rather be honest about what we can measure and let the rest happen naturally. Masii gives you the best possible starting point. She handles the signals — culture, values, family, lifestyle. The spark? That's between you two.
High confidence doesn't mean guaranteed love. It means the foundations are solid enough that love has a real chance.