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JoinX AI: Candidate Ranking

JoinX Score: Know Who Will Actually Join

JoinX Score is a 0–100 rating JoinX AI gives every confirmed candidate, based on skills match, experience, CTC alignment, location, notice period, and predicted joining probability. It's how Hire22 answers the question every recruiter actually cares about: not just "can they do the job," but "will they say yes and show up." It's the last step of the pipeline SARA runs.

See JoinX Score in Action
Score range
0–100
Screening time saved
Up to 94%
Signals scored
5+
Candidates ranked by JoinX Score
92
Strong fit + high joining intent
Skills, CTC & notice period aligned
74
Good fit, moderate intent
CTC slightly above band
58
Partial fit
Longer notice period

What Goes Into a JoinX Score

JoinX AI evaluates every confirmed candidate against six weighted signals before assigning a single 0–100 score.

Skills Match

How closely a candidate’s skills map to your must-haves and nice-to-haves.

Experience Level

Years and depth of relevant experience against the role’s seniority.

CTC Alignment

Whether the candidate’s expectations sit inside your budgeted CTC band.

Location Compatibility

Fit with your work location, including remote and hybrid preferences.

Notice Period

How soon the candidate can realistically join relative to your timeline.

Joining Probability

A predictive signal for how likely the candidate is to accept and follow through on an offer.

Why Teams Care About Joining Probability

A candidate who looks perfect on paper but drops off after accepting an offer costs you the role, the timeline, and the trust of your hiring manager. JoinX Score is built to catch that risk earlier, before you invest interview time.

JoinX Score vs. a Standard ATS Match Score

JoinX ScoreStandard ATS Score
What it measuresFit + predicted joining probabilityKeyword overlap with the JD
Accounts for CTC & notice periodYesNo
Updates as candidates confirm interestYes, via CoNCT AIStatic, one-time score
Helps predict offer drop-offYesNo
Ranking outputSingle 0–100 score per candidatePass/fail keyword filter

JoinX Score ranks candidates that Hunter AI sourced and CoNCT AI confirmed; it's the last of three steps set in motion by a single JobCoNCT.

Frequently Asked Questions

Everything you need to know about JoinX Score

What is JoinX Score?

A number from 0 to 100. JoinX AI assigns it to every confirmed candidate, weighing skills match, experience level, CTC alignment, location compatibility, notice period, and predicted joining probability into one rating.

How is JoinX Score calculated?

JoinX AI evaluates a candidate’s profile against your JobCoNCT’s requirements across multiple weighted signals (skills, experience, CTC, location, and notice period), then combines them with a predicted joining-probability signal into one score.

What counts as a good JoinX Score?

Candidates with higher JoinX Scores are stronger overall matches for your specific job requirements. There’s no universal cutoff (the score is relative to how well each candidate fits the role you posted), but scores in the 80s and 90s typically represent your strongest matches.

Does a high JoinX Score guarantee a candidate will join?

No score can guarantee an outcome. JoinX Score is a predictive signal built from real fit and intent factors to help you focus on the most promising candidates first. It reduces risk; it doesn’t eliminate it.

How is JoinX Score different from a standard ATS match score?

A typical ATS score is a static keyword match against the job description. JoinX Score factors in CTC alignment, notice period, and a predicted joining probability: practical signals that determine whether a candidate will actually accept and follow through on an offer, not just whether their resume contains the right words.

Does JoinX Score work for niche or senior roles?

Yes. It scores against your specific JobCoNCT, not a generic template, so a highly specialized technical role gets scored the same way a senior leadership search does.

When do I see a candidate’s JoinX Score?

JoinX Score appears once CoNCT AI has confirmed a candidate’s interest. Candidates in your dashboard are ranked by JoinX Score so you can decide who to interview first.

Is JoinX Score visible to candidates?

JoinX Score is an internal ranking tool for employers on Hire22’s dashboard. It’s not shown to candidates.

Rank Candidates by Who Will Join

Post a JobCoNCT and every confirmed candidate arrives with a JoinX Score already attached.

See JoinX Score in Action
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