The Proprietary Engine
That Finds Real Talent
Hiearlly doesn't filter resumes by keywords. Our proprietary Re-ranking Engine evaluates every candidate comparatively — surfacing the best by merit, every time.
ATS is Silently Costing You Your Best Hires
Applicant Tracking Systems were built to filter volume — not to find talent. Every one of these failures happens hundreds of times a day across hiring teams worldwide.
The Keywords Trap
A candidate who wrote 'led cross-functional teams' gets rejected because the ATS was looking for 'team leadership'. Same skill. Zero match.
Resume Writers Win, Not Performers
ATS rewards candidates who know how to game keyword density — not those who are actually the best fit for the role.
Recruiters Waste Hours on Bad Shortlists
65% of candidates who pass ATS filters are still rejected at first interview. That's wasted recruiter time on every single requisition.
75%
of resumes are rejected by ATS before a human ever reads them.
Source: Harvard Business School, "Hidden Workers" study
Think of It Like a Chess Tournament for Talent
In competitive chess, a player's ranking isn't determined by their biography — it's earned through direct, head-to-head competition. Every match produces a winner and a loser. Rankings update. The best players rise, naturally.
Hiearlly's proprietary Re-ranking Engine applies this same logic to candidate evaluation. Each applicant enters your pool and is matched against others through structured, criteria-based comparisons. We look at the full context of every profile — work history, skills, role fit, and demonstrated experience — not just whether a keyword appears on the page.
The result is self-correcting and dynamic: a live ranked leaderboard that reflects actual, observed merit — updated after every evaluation round, impossible to game with resume formatting tricks.
How the Re-ranking Engine Works
01
Every Candidate Enters the Pool
When someone applies, Hiearlly builds a rich profile using structured data — experience, skills, role fit, and seniority. This is their starting position, not their final verdict. No keyword scanning. No auto-rejection.
02
Candidates Are Matched — Like Chess
Our engine presents structured head-to-head comparisons: for this role, who is the stronger fit — Candidate A or Candidate B? Each decision is a data point, not a gut feeling. Context of the full profile is evaluated — not a keyword list.
03
Rankings Update After Every Match
After each comparative evaluation, scores recalculate automatically. A candidate who consistently outperforms others rises in rank. One who underperforms drops. The leaderboard reflects real, observed merit — never resume formatting.
04
The Best Candidates Converge to the Top
After enough evaluation rounds, the ranking stabilises around the genuinely strongest candidates. Recruiters get a leaderboard they can trust — built on structured evidence, not keyword proximity.
Hiearlly vs Legacy ATS
Every dimension where merit-based ranking outperforms keyword filtering.
Built for recruiters. Optimised for outcomes.
Bias-free by design
Rankings are based on structured comparative outcomes — not how a candidate writes. Unconscious bias from resume formatting is removed from shortlisting entirely.
60% faster shortlisting
Recruiters start from a pre-ranked list of the strongest candidates — not a pile of resumes. Time goes to evaluating people, not filtering them.
Improves with every hire
Unlike a static ATS filter, the Re-ranking Engine learns from your organisation's evaluation patterns over time. The more you use it, the more precise your rankings become.
Full audit trail
Every ranking decision is logged. Know exactly why a candidate ranked #1 — with a transparent, auditable history of every comparative evaluation round.
See the Re-ranking Engine Live
Ready to stop filtering by keywords and start ranking by merit? Book a live demo and we'll walk you through the engine with your own open roles.
Book a DemoNo commitment · Free walkthrough · 30 minutes