No demographic data, ever
We never see your age, gender, or background. There is nothing there to be biased by.
Every job runs on skill and will. The interview already covers skill, so this measures the other half: what kinds of work a person is truly wired for.
Decades of behavioral science sort work into six kinds. A short, validated questionnaire, the same questions in the same order for everyone, reads which kinds of work a person naturally settles on. No resume, no skills test, no age, gender, or background, just one honest signal: what someone's wired for. It tells us where they'll have momentum, never that they'll succeed, skill decides that.
Those six are the foundation. A real role runs on several at once, so we read it as nine demands, the six plus a few common combinations, so no kind of work gets missed. Then we match a person to the role on those same six.
Hands-on work, building, fixing, operating
Staying hands-on while doing everything else
Long stretches of solo focus
Analyzing, researching, solving complex problems
Finding new ways when the obvious path is blocked
Deciding before all the data is in
Creating, designing, expressing ideas
Navigating without a clear plan
Setting your own direction
Teaching, helping, mentoring, collaborating
Growing other people
Convincing people who don't report to you
Leading, persuading, taking initiative
Walking into disagreements instead of around them
Being 'on' for people outside the company
Organizing, following systems, maintaining standards
Following the system, every time
Working within rules that slow things down
A personality test sorts everyone into one fixed box. We change the box for every role.
Changes per role
Shows trade-offs
Evidence for each read
Time for the candidate
Science underneath
Can candidates game it?
Cost
Two findings from decades of research, and the number they add up to.
Behavior-based interviews predict on-the-job performance more than twice as well as a good feeling across the table. We build that structure for you, so the gut stays out of it.
Sackett et al., 2022, Journal of Applied PsychologyWhen the work runs on what someone is wired for, they do it better and they stay longer. That second part is the expensive flop you're trying to avoid.
Nye et al., 2012, Perspectives on Psychological SciencePut the structured interview and the interest read together and you are up to three times more likely to land a top performer than skim-a-CV-and-trust-your-gut hiring.
The number above is derived, not borrowed. Here is the whole chain, including the part where it gets weaker.
You screen resumes and you interview for skill. On its own that is a weak signal for who performs: a resume proxy like years of experience sits near .07, and an unstructured interview near .19.
Sackett et al., 2022, Journal of Applied PsychologySame questions, same rubric, every candidate. That moves the interview from .19 to .42, the highest of any method in the current evidence. This is the 2.2x above, and it is the layer most teams already believe in.
Sackett et al., 2022, Journal of Applied PsychologyInterest congruence is not a substitute for the skill check, it stacks on it, and it carries information the interview does not. Across 74 studies it tracks turnover intentions at -.19 and people actually leaving at -.15. Together the two layers plausibly reach about .50.
Nye et al., 2012; Van Iddekinge et al., 2011When what someone is drawn to lines up with what the work runs on, they are markedly more satisfied and more committed. Satisfied people, in turn, perform better. Neither link is huge on its own, and neither is a guess.
Kristof-Brown et al., 2005, Personnel Psychology; Judge et al., 2001, Psychological BulletinConverting to the chance a hire lands in the top tenth of performers, the standard selection-odds model: at about .50 that chance is roughly 32 percent, against roughly 12 percent on a resume screen and 10 percent on a coin flip. That is where up to three times comes from.
Bivariate-normal selection model, standard I/O methodThe assumptions, so you can argue with them. This compares against resume-and-gut screening, not against a good structured interview you already run, where the gain is nearer two times. It assumes you are selecting roughly the top tenth of your pool, and it treats a top performer as top-decile. "Up to" is doing real work in that sentence. And every number here is about the method, not a promise about one particular hire.
Under the hood is the most widely studied model of work interest, tested for 70+ years. We speak plain English everywhere else on this page; this is the lineage, so you can go check our homework.
We're a new company, so we won't pretend to predict performance or promise you a great hire. One more thing worth saying plainly: this research is strongest when you ask people how well a job suits them, and that answer only exists once they are already doing it. Before you hire, nobody has it, including us. What we measure is interest, which is the one honest way to read that match in advance. We show you the read and the evidence behind it, then leave the decision where it belongs, with you.
Data: US Department of Labor (O*NET). Science verified by IIM Bangalore.
For about 60 years, this kind of interest research had one job: career counseling, helping a person pick a path. Researchers only seriously reconsidered it as a hiring signal around 2011.
Even then, one hard problem remained. Taking a specific, messy, real job and reading its true behavioral demands was nearly impossible to do by hand at scale. Think of a powerful telescope nobody could aim at one particular star. The lens was always sound; the mount that points it at your exact role is the part that needed the kind of AI we only have now.
So no one beat us to it. The science was just waiting for the tooling to catch up.
The questionnaire never collects who you are, only what kind of work you're wired for. That one choice is also what makes it fairer, and easier to defend.
We never see your age, gender, or background. There is nothing there to be biased by.
It shows smaller differences between race and gender groups than aptitude tests do, so it is fairer and easier to defend.
That is the whole point. It sharpens your read on skill, it does not replace it.
Fairer hiring is only the first step. The goal is teams that click, and a culture you build on purpose, not by luck.
What a person is wired for is the constant, the engine under everything we build. Today it powers how you hire: it reads a role's real demands, shows how a candidate is wired for that work, and builds your interview questions from those demands. Tomorrow, the same science shapes how people grow, how teams are built, and how culture takes hold.
Wired for parts of it
The will is here for part of it. Much of what this role is sits right where this person's interest naturally lives, but one of the parts that truly decides it does not, so expect real self-driven momentum on most of the role and a slow fade where it matters just as much.
The closer their shape sits to the role's, the stronger the match.
Interest is the first lever of a growing culture, and you're standing on it. It's where the work has a natural grain, so we read it to aim the structured interview, not to call the outcome.
Understand the role, size up the person, walk into the interview already knowing what to ask.
Know what the role really demands, before you write a single line of the post.
See role shapeSee where a person's interest lands on the role, in about seven minutes.
See candidate scanWalk in knowing exactly what to ask to be sure.
See interview playbookFirst role free, plus 10 credits. Then $4 a credit. No personality test. Built on 70+ years of behavioral science.