How we compare — honestly.
Choosing an ATS is choosing a philosophy of screening. Here's a factual comparison of the three approaches on the market, where Expertini fits, and where established platforms — or a different vendor entirely — may still suit you better.
| Capability | Traditional keyword ATS | LLM-only screening tools | Expertini ATS |
|---|---|---|---|
| Screening basis | ✗ Exact keyword / Boolean matching | ◐ Semantic, but model decides the score | ✓ Semantic extraction + deterministic MCDA scoring |
| Score reproducibility | ✓ Deterministic (but crude) | ✗ Stochastic — varies between runs | ✓ Identical inputs → identical scores, always |
| Explainability | ◐ "Keyword X missing" | ✗ Narrative rationale, unverifiable | ✓ Dimension-level weights, evidence & arithmetic on an audit PDF |
| Bias mitigation | ✗ Vocabulary bias penalises non-traditional CVs | ◐ Model sees full CV incl. identity signals (varies by vendor) | ✓ PII stripped before AI sees anything |
| Hallucination risk | ✓ None (no generative AI) | ✗ Intrinsic to the approach | ✓ Structurally impossible — AI never assigns numbers |
| Built-in job distribution | ◐ Paid job-board integrations | ◐ Typically none — screening layer only | ✓ Native publishing to country platforms worldwide + remote portal |
| Methodology transparency | ✗ Proprietary ranking | ✗ Proprietary prompts & models | ✓ Published, citable research paper |
| Ecosystem breadth | ✓ Mature marketplaces, HRIS suites, decades of integrations | ◐ Young, evolving fast | ◐ Growing — native network is deep, third-party catalogue is younger |
We keep this comparison at the category level rather than scoring named competitors, because capabilities vary by vendor, plan and release — and a fair comparison is one you verify yourself. Established platforms such as Greenhouse, Lever, Workable or Workday Recruiting are mature products with extensive integration ecosystems; if your primary need is deep HRIS-suite connectivity, they remain strong choices worth evaluating. Where Expertini is categorically different is the screening layer itself: deterministic, PII-stripped, evidence-cited scoring with a published methodology — and a job-distribution network no screening tool ships with.
Return on your hiring investment
The cost of an ATS is the subscription. The cost of hiring is everything else — and that's where the return lives.
Screening hours, reclaimed
A recruiter manually screening 200 CVs at 3–5 minutes each spends 10–17 hours per role. One-click CMS ranking compresses that to reviewing a pre-ranked, evidence-annotated shortlist — the deepest, most repeatable time saving in the funnel.
Distribution you'd otherwise buy
Job-board syndication is typically a per-posting or per-slot cost on top of ATS fees. Expertini publishing to the country network — with auto-generated job videos and search-engine sitemap distribution — is included in every plan.
Fewer mis-hires
Industry estimates put the cost of a bad hire at 30%+ of first-year salary. Hard-blocker enforcement and evidence-based ranking exist precisely to stop the confident-sounding-but-unqualified CV reaching your interview loop.
Risk you don't carry
Hiring-discrimination claims and emerging AI-hiring regulation make unexplainable screening a liability. Deterministic, auditable scores with PII-stripped inputs are the most cost-effective legal protection you'll ever put in place.
Time-to-hire, measured
Faster shortlists move offers forward. Your actual time-to-hire is computed live from stage history — so the ROI claim isn't ours to make; it's yours to read off the Reports screen.
Honest unit economics
A free 14-day trial, no card required, then plans from $11.99/month with transparent seat, job and AI-ranking limits visible in-product at all times. No per-posting fees, no surprise overages — usage gates, not usage bills.
Your partner in success
We run our own infrastructure, and we've been in recruitment technology since 2008. That shapes how we treat customers.
Demos that prove, not pitch
Every demo runs on your real job description and, if you bring them, your real CVs. If the methodology doesn't convince you on your own data, it shouldn't convince you at all.
A methodology you can interrogate
Our scoring framework is published on Expertini Research with its limitations stated plainly. Your data scientists, lawyers and works councils can read exactly what the system does — before you buy.
Infrastructure we own
The Expertini network runs on a cluster we designed and operate ourselves, serving 1.25M+ monthly visitors. Your ATS isn't a thin app on rented AI — it's part of infrastructure with an 18-year uptime culture.
Roadmap shaped by recruiters
Running our own infrastructure means a short distance between your feedback and shipped product. Enterprise customers get a direct line — and the features that matter get built, not backlogged.
Who Expertini probably isn't the right fit for, honestly
- Organisations whose primary need is deep, pre-built integration with a specific existing HRIS suite — the mature platforms named in the comparison above have decades of that ecosystem work Expertini's younger third-party catalogue hasn't caught up to yet.
- Teams that need native calendar, Slack, or payroll integrations today rather than roadmapped — see the Integrations page for a plain list of what's genuinely built versus not yet.
- Hiring processes where the job descriptions themselves are consistently vague or generic — CMS scoring quality depends on precise input language, and no scoring system compensates for a JD that doesn't actually say what the role needs.
- Anyone looking for a tool that promises to make hiring decisions rather than inform them — that's a design choice we won't build around, even if a competitor's marketing implies otherwise.
Frequently asked questions
Is Expertini ATS a replacement for Greenhouse, Lever, or Workday Recruiting?⌄
How is "return on hiring investment" actually measured, not just claimed?⌄
Does running your own infrastructure mean less stability than a larger vendor?
What happens in a demo, specifically?
Is there actual research behind the scoring, or just marketing?
Judge us on your own candidates.
30 minutes. Your job description. A ranked, audited shortlist — live.
Book a demo — free trial