§ The result
SEEK leads Arya by Leoforce on 6 of the 7 criteria.
SEEK finishes 16 points clear of Arya by Leoforce under rubric v1.0 — 54 against 38 — across the Screening and Sourcing cohorts. SEEK leads 6 of the 7 criteria and the remaining criterion is level, so Arya by Leoforce is ahead on none of them; the closest of the 6 SEEK leads is FRIA Support, Arya by Leoforce 25 to SEEK 32. One criterion, Article 11 Technical Documentation, is both the widest raw gap (Arya by Leoforce 30, SEEK 70) and the heaviest weighted swing, and at 20% weight it makes up 51% of the weighted advantage SEEK holds across the 6 criteria it leads.
Vendor profile
Arya by Leoforce
Leoforce's AI agents, successors to its long-running Arya matching platform, source candidates from a proprietary talent database, job boards and customers' ATS records, score and rank them for fit, engage them by email and SMS, prescreen career-site visitors and deliver pre-vetted, interview-ready applicants.
Vendor profile
SEEK
SEEK runs employment marketplaces in Australia, New Zealand and Southeast Asia (SEEK, Jobstreet and Jobsdb), and its seekAi employer tools label and rank applicants as 'high-fit' using a model trained on millions of past hirer shortlisting decisions, target job ads at predicted high-fit candidates, and run AI voice or text pre-screens, recommended shortlists and reference checks through a feature called Assist.
§ The record
Arya by Leoforce is filed under Candidate sourcing AI, SEEK under Screening AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773.
| Record | Arya by Leoforce | SEEK |
|---|---|---|
| Price tier | High | Mid |
| Headquarters | US | AU |
| Founded | 2012 | 1997 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 51% of the movement so far
Article 11 Technical Documentation
Arya by Leoforce 30 · SEEK 70
8.0 weighted points to SEEK
12% weight · 66% of the movement so far
Post-Market Monitoring
Arya by Leoforce 30 · SEEK 50
2.4 weighted points to SEEK
15% weight · 78% of the movement so far
Data Governance Disclosure
Arya by Leoforce 48 · SEEK 60
1.8 weighted points to SEEK
8% weight · 87% of the movement so far
Customer Documentation
Arya by Leoforce 46 · SEEK 64
1.4 weighted points to SEEK
15% weight · 94% of the movement so far
FRIA Support
Arya by Leoforce 25 · SEEK 32
1.1 weighted points to SEEK
12% weight · 100% of the movement so far
Human Oversight Design
Arya by Leoforce 54 · SEEK 62
1.0 weighted points to SEEK
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -15.7 — the difference between the two totals before either is rounded. Shares are of 15.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -16 beside that -15.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Arya by Leoforce minus SEEK.
| Category | Weight | Arya by Leoforce | SEEK | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 70 | -40 | -8.0 |
| Bias Audit Transparency | 18% | 40 | 40 | - | - |
| FRIA Support | 15% | 25 | 32 | -7 | -1.1 |
| Data Governance Disclosure | 15% | 48 | 60 | -12 | -1.8 |
| Human Oversight Design | 12% | 54 | 62 | -8 | -1.0 |
| Post-Market Monitoring | 12% | 30 | 50 | -20 | -2.4 |
| Customer Documentation | 8% | 46 | 64 | -18 | -1.4 |
| Total | 100% | 38 (F) | 54 (F) | -16 | -15.7 |
§ Evidence
Cited sources and documented absences, criterion by criterion.
An absence is a finding, not a blank: the reviewer looked for a named artefact and recorded that it is not located. Where a source sits is a fact about hosting only.
| Criterion | Weight | Arya by Leoforce | SEEK | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Audit reportSources on the vendor's own domain |
| Bias Audit Transparency | 18% | 4 | 0 | Audit reportSources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 6 | 0 | Sources on the vendor's own domain | 4 | 1 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 7 | 0 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 2 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domainSources on a separate domain |
| All criteria | 100% | 26 | 5 | Audit reportSources on the vendor's own domain | 23 | 7 | Audit reportSources on the vendor's own domainSources on a separate domain |
Arya by Leoforce has 31 evidence rows across 7 of 7 criteria — 26 with a source URL, 5 documented absences; SEEK has 30 evidence rows across 7 of 7 criteria — 23 with a source URL, 7 documented absences; some documentation or audit rows for SEEK sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 61 evidence rows on file for these two vendors: 31 for Arya by Leoforce, across 2 distinct source domains, and 30 for SEEK, across 3 distinct source domains.
- Rubric
- v1.0
- Arya by Leoforce last reviewed
- September 25, 2026 · HireAIScore editorial team
- SEEK last reviewed
- September 25, 2026 · HireAIScore editorial team
HireAIScore scores are editorial research, not legal advice, and no vendor pays for placement, scoring or removal — see the methodology, conflicts policy and terms.
§ Where next