For companies
What is AI candidate ranking?
Updated 24 September 2026
AI candidate ranking uses AI to compare every applicant for a role against its requirements and order them from strongest to weakest fit. A good ranking tool explains each position: which experience matched, which gaps exist. That lets recruiters check the reasoning instead of trusting a black-box score.
Alphie connects to your existing ATS in one onboarding call - no migration. See how Alphie works for companies.
How it works
- Pull the role and its applicants (and past candidates) from your ATS.
- Compare each profile against the role's requirements.
- Score and order the candidates, with written reasoning.
- The recruiter reviews the top of the list and takes action.
What to watch for
- Explainability: every ranking should show why.
- Human control: AI suggests, recruiters decide.
- Data stays in your ATS, with no parallel database to maintain.
Where Alphie fits
Alphie Recruiter scores applicants for each role and suggests the top five candidates from your existing ATS pool. Every suggestion shows Alphie's take, strong matches, gaps, and a match score out of 100. From there, one click invites a candidate to an AI screening interview.
Frequently asked questions
Can AI rank candidates already sitting in Greenhouse?
Yes. Alphie connects to Greenhouse (and Ashby) and ranks the candidates already there for each open role, with reasoning.
What AI tool can rank candidates from my existing ATS?
Alphie Recruiter ranks applicants and past candidates in your ATS and suggests the top five per role, each with strengths and gaps.
Is the ranking a black box?
No. Every score comes with written reasoning your team can read and challenge.
