§ The result
4 points separate SEEK and Xobin.
SEEK holds a 4-point edge over Xobin under rubric v1.0, 54 to 50, across the Screening and Assessment cohorts. SEEK leads 5 of the 7 criteria, including Article 11 Technical Documentation, while Xobin leads 2, including Bias Audit Transparency. The widest raw gap and the heaviest weighted swing fall on different criteria: Post-Market Monitoring (SEEK 50, Xobin 38) and Article 11 Technical Documentation at 20% (SEEK 70, Xobin 62), the second being 37% of the weighted advantage SEEK holds across the 5 criteria on that side of the table.
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.
Vendor profile
Xobin
Xobin is a talent-assessment platform that sells skills, coding, communication and psychometric tests alongside generative-AI answer scoring (AI Evaluate), AI-led interviews, AI proctoring and NURA, an AI recruiting agent that parses resumes, interviews candidates and builds shortlists.
§ The record
SEEK is filed under Screening AI, Xobin under Assessment 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. Only Xobin is in scope of Mobley v. Workday.
| Record | SEEK | Xobin |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | AU | IN |
| Founded | 1997 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 30% of the movement so far
Article 11 Technical Documentation
SEEK 70 · Xobin 62
1.6 weighted points to SEEK
12% weight · 58% of the movement so far
Post-Market Monitoring
SEEK 50 · Xobin 38
1.4 weighted points to SEEK
18% weight · 68% of the movement so far
Bias Audit Transparency
SEEK 40 · Xobin 43
0.5 weighted points to Xobin
12% weight · 77% of the movement so far
Human Oversight Design
SEEK 62 · Xobin 58
0.5 weighted points to SEEK
15% weight · 85% of the movement so far
FRIA Support
SEEK 32 · Xobin 35
0.4 weighted points to Xobin
15% weight · 94% of the movement so far
Data Governance Disclosure
SEEK 60 · Xobin 57
0.4 weighted points to SEEK
8% weight · 100% of the movement so far
Customer Documentation
SEEK 64 · Xobin 60
0.3 weighted points to SEEK
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +3.3 — the difference between the two totals before either is rounded. Shares are of 5.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +4 beside that +3.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is SEEK minus Xobin.
| Category | Weight | SEEK | Xobin | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 70 | 62 | +8 | +1.6 |
| Bias Audit Transparency | 18% | 40 | 43 | -3 | -0.5 |
| FRIA Support | 15% | 32 | 35 | -3 | -0.4 |
| Data Governance Disclosure | 15% | 60 | 57 | +3 | +0.4 |
| Human Oversight Design | 12% | 62 | 58 | +4 | +0.5 |
| Post-Market Monitoring | 12% | 50 | 38 | +12 | +1.4 |
| Customer Documentation | 8% | 64 | 60 | +4 | +0.3 |
| Total | 100% | 54 (F) | 50 (F) | +4 | +3.3 |
§ 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 | SEEK | Xobin | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Audit reportSources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Sources on the vendor's own domain | 3 | 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% | 4 | 1 | Audit reportSources on the vendor's own domain | 5 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 5 | 1 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domainSources on a separate domain | 5 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 23 | 7 | Audit reportSources on the vendor's own domainSources on a separate domain | 27 | 5 | Sources on the vendor's own domainSources on a separate domain |
SEEK has 30 evidence rows across 7 of 7 criteria — 23 with a source URL, 7 documented absences; Xobin has 32 evidence rows across 7 of 7 criteria — 27 with a source URL, 5 documented absences; some documentation or audit rows for SEEK and Xobin sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 62 evidence rows on file for these two vendors: 30 for SEEK, across 3 distinct source domains, and 32 for Xobin, across 2 distinct source domains.
- Rubric
- v1.0
- SEEK last reviewed
- September 25, 2026 · HireAIScore editorial team
- Xobin 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