How Kinda Into That's Matching Actually Works

Most kink tests don't tell you how their math works. We think that's wrong. Here's how Kinda Into That calculates your results, in plain language.

The basic structure

Every item in the quiz is tagged with one or more themes — things like "sensation," "dynamic," "fantasy," "intimacy-deep," "power-dynamic." When you answer an item, your answer contributes to your scores on those tags.

A "yes" adds positive weight to the tag. A "curious" adds smaller positive weight. A "no" adds negative weight. A "skip" doesn't contribute.

After you've answered enough items, you have a score on each of the tags in our taxonomy. We have 63 tags total. Most users end up with meaningful scores on 15-25 of them.

Inverse-frequency weighting

Some tags appear in many items. Some appear in few. If we counted every yes the same, the tags that show up in the most items would dominate everyone's profile by default.

We correct for this with inverse-frequency weighting. Items that carry rare tags contribute more to those tags than items that carry common tags. This is similar to how search engines weight rare words more heavily than common ones.

The math: each item's contribution to a tag is divided by the square root of the number of items carrying that tag. So a yes on an item that carries a rare tag (say, only 4 items in the whole quiz) counts much more than a yes on an item that carries a common tag (say, 90 items).

This produces tag scores that reflect how strongly you feel about specific themes, not how many items happened to carry that theme.

The compare math

When you and a partner compare codes, the comparison shows you four things:

• Items you both said yes to
• Items you both said curious to
• Items where you said yes and your partner said curious (or vice versa)
• Items where you said yes and your partner said no (or vice versa)

Items where one of you skipped or where one of you didn't see the item (because it was gated by anatomy or other factors) aren't part of the comparison.

We don't show you a single "compatibility score" because we think that number is misleading. Two people can be 70% aligned on the items they both saw and still be deeply mismatched if the 30% disagreement falls on the things one of them cares most about. Real compatibility is in the conversation about the differences, not in a number.

The color identity

Your color identity is computed from your tag scores. We have six colors — Red, Orange, Yellow, Green, Blue, Purple, Black — and each color is associated with a cluster of related tags.

When you have strong scores on tags in a color's cluster, your color identity reflects that. Most users get a primary color and a secondary color, like "Yellow + Green."

We've been honest about a known limitation: the color system is more like a personality archetype than a precise classification. Some users get a color reading that matches their self-image. Some get one that doesn't quite fit. We've recently demoted the color from primary result to secondary footer on the results page, putting more emphasis on the descriptive analysis of your actual top tags.

The color is fun. It's shareable. It's a starting point for self-reflection. It's not the whole picture.

Why the about-you questions matter

Before the main quiz, we ask a few questions about your anatomy, what kinds of partners you're drawn to, and your general dynamic preferences. These answers don't go into your tag scores directly — they're used to gate which items you see during the quiz.

A user with a vagina won't see items that specifically describe penetrating with a penis. A user attracted to women won't see items that specifically describe being with a male partner. The about-you data lets us hide items that aren't relevant to you, which respects your time and avoids forcing you to mark "skip" or "no" on items that simply don't apply.

When you compare with a partner, the about-you data also informs the matching. Two partners whose anatomy and orientations align well get a small bonus on their compatibility — not because mismatched anatomies can't have compatible relationships, but because the about-you alignment is a real factor in how well people fit together physically.

Privacy in the matching

We're transparent about something that might not be obvious: our matching math runs on data we have on you. Your answers, your tags, your color, your about-you. We process this data to generate your results.

What we don't do: we don't run the matching against your identity. There's no identity attached to your code. The matching engine sees a list of tag scores and a few about-you values. It doesn't know your name, your email, your IP, your anything else, because none of that exists in our system.

If a user (you, a partner, anyone) deletes their code, the data goes with it. The matching for that code stops working. There's no archived backup we keep.

What we don't promise

We don't promise that two people with high compatibility scores will have great sex. Compatibility on a quiz isn't the same as chemistry, communication, or whether you actually like each other.

We don't promise that taking the quiz will solve a struggling relationship. The quiz is a tool for conversations. The conversations are still on you.

We don't promise that our taxonomy is the right one. Sexual preferences exist on dimensions we haven't perfectly captured in 63 tags. Some things you're into might not be in our system. That's a real limitation.

What we do promise: the math is what we say it is. The privacy is what we say it is. The anonymity is architecturally guaranteed, not just policy. If you have questions, we'll answer them.

Try it

Take Kinda Into That at kindaintothat.com.