§ The result
4 points separate Jobylon and Emmersion.
Jobylon holds a 4-point edge over Emmersion under rubric v1.0, 48 to 44, across the ATS-integrated and Assessment cohorts. The 7 criteria split 4 to 1 in favour of Jobylon, with 2 level: Jobylon is ahead on Data Governance Disclosure and Emmersion on Article 11 Technical Documentation. Even Data Governance Disclosure, the widest raw gap and the heaviest weighted swing (Emmersion 50, Jobylon 58, 15% weight), is only 32% of the weighted advantage Jobylon builds across the 4 criteria it leads.
Vendor profile
Emmersion
Emmersion, Rosetta Stone's assessment division within IXL Learning, sells AI-scored adaptive TrueNorth speaking and writing tests and WebCAPE reading and grammar exams. They rate language proficiency on a 0-10 scale mapped to CEFR and ACTFL and are used for pre-employment screening, checking employees' language skills and placing students.
Vendor profile
Jobylon
Jobylon is a Stockholm-based applicant tracking system and talent CRM for enterprise employers whose optional AI features score each applicant's CV against the job description, suggest existing candidates for other open roles, draft job ads and screening questions, and run candidate screening and interview scheduling over WhatsApp, SMS and email.
§ The record
Emmersion is filed under Assessment AI, Jobylon under ATS-integrated AI. They also share 1 secondary category: Screening.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act and Colorado AI Act. Only Emmersion is in scope of Mobley v. Workday.
| Record | Emmersion | Jobylon |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | SE |
| Founded | 2015 | 2011 |
§ What decides it
The criteria that move the gap, heaviest swing first.
15% weight · 29% of the movement so far
Data Governance Disclosure
Emmersion 50 · Jobylon 58
1.2 weighted points to Jobylon
15% weight · 50% of the movement so far
FRIA Support
Emmersion 30 · Jobylon 36
0.9 weighted points to Jobylon
12% weight · 70% of the movement so far
Human Oversight Design
Emmersion 53 · Jobylon 60
0.8 weighted points to Jobylon
12% weight · 90% of the movement so far
Post-Market Monitoring
Emmersion 38 · Jobylon 45
0.8 weighted points to Jobylon
20% weight · 100% of the movement so far
Article 11 Technical Documentation
Emmersion 57 · Jobylon 55
0.4 weighted points to Emmersion
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to -3.4 — the difference between the two totals before either is rounded. Shares are of 4.2 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 -3.4.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Emmersion minus Jobylon.
| Category | Weight | Emmersion | Jobylon | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 57 | 55 | +2 | +0.4 |
| Bias Audit Transparency | 18% | 28 | 28 | - | - |
| FRIA Support | 15% | 30 | 36 | -6 | -0.9 |
| Data Governance Disclosure | 15% | 50 | 58 | -8 | -1.2 |
| Human Oversight Design | 12% | 53 | 60 | -7 | -0.8 |
| Post-Market Monitoring | 12% | 38 | 45 | -7 | -0.8 |
| Customer Documentation | 8% | 60 | 60 | - | - |
| Total | 100% | 44 (F) | 48 (F) | -4 | -3.4 |
§ 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 | Emmersion | Jobylon | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 7 | 1 | Sources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 6 | 0 | Sources on the vendor's own domainSources on a separate domain | 5 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 0 | Sources on the vendor's own domain | 5 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domainSources on a separate domain | 5 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 35 | 5 | Sources on the vendor's own domainSources on a separate domain | 28 | 5 | Audit reportSources on the vendor's own domain |
Emmersion has 40 evidence rows across 7 of 7 criteria — 35 with a source URL, 5 documented absences; Jobylon has 33 evidence rows across 7 of 7 criteria — 28 with a source URL, 5 documented absences; some documentation or audit rows for Emmersion sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 73 evidence rows on file for these two vendors: 40 for Emmersion, across 5 distinct source domains, and 33 for Jobylon, across 1 distinct source domain.
- Rubric
- v1.0
- Emmersion last reviewed
- September 25, 2026 · HireAIScore editorial team
- Jobylon 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