§ The result
iCIMS leads Emmersion on all 7 criteria.
iCIMS, filed under ATS-integrated, comes out 11 points above Emmersion, filed under Assessment: 55 against 44 under rubric v1.0. iCIMS leads every one of the 7 criteria, Emmersion none of them, and the closest of the 7 is Article 11 Technical Documentation, Emmersion 57 to iCIMS 58. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Emmersion 28, iCIMS 68 — and at an 18% weight it carries 67% of the weighted advantage iCIMS holds across the 7 criteria on that side of the table.
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
iCIMS
Enterprise talent-acquisition / applicant tracking platform (the iCIMS Talent Cloud) that adds optional AI features - Candidate Ranking, Talent Match, and a GPT-powered Copilot - to source, rank, and engage candidates.
§ The record
Emmersion is filed under Assessment AI, iCIMS 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 | iCIMS |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | US |
| Founded | 2015 | 2000 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 67% of the movement so far
Bias Audit Transparency
Emmersion 28 · iCIMS 68
7.2 weighted points to iCIMS
15% weight · 78% of the movement so far
FRIA Support
Emmersion 30 · iCIMS 38
1.2 weighted points to iCIMS
15% weight · 87% of the movement so far
Data Governance Disclosure
Emmersion 50 · iCIMS 56
0.9 weighted points to iCIMS
12% weight · 92% of the movement so far
Human Oversight Design
Emmersion 53 · iCIMS 58
0.6 weighted points to iCIMS
12% weight · 97% of the movement so far
Post-Market Monitoring
Emmersion 38 · iCIMS 42
0.5 weighted points to iCIMS
20% weight · 99% of the movement so far
Article 11 Technical Documentation
Emmersion 57 · iCIMS 58
0.2 weighted points to iCIMS
8% weight · 100% of the movement so far
Customer Documentation
Emmersion 60 · iCIMS 62
0.2 weighted points to iCIMS
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -10.7 — the difference between the two totals before either is rounded. Shares are of 10.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -11 beside that -10.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Emmersion minus iCIMS.
| Category | Weight | Emmersion | iCIMS | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 57 | 58 | -1 | -0.2 |
| Bias Audit Transparency | 18% | 28 | 68 | -40 | -7.2 |
| FRIA Support | 15% | 30 | 38 | -8 | -1.2 |
| Data Governance Disclosure | 15% | 50 | 56 | -6 | -0.9 |
| Human Oversight Design | 12% | 53 | 58 | -5 | -0.6 |
| Post-Market Monitoring | 12% | 38 | 42 | -4 | -0.5 |
| Customer Documentation | 8% | 60 | 62 | -2 | -0.2 |
| Total | 100% | 44 (F) | 55 (F) | -11 | -10.7 |
§ 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 | Emmersion | iCIMS | ||||
|---|---|---|---|---|---|---|---|
| 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 | 0 | Audit reportSources 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 | Audit reportSources on the vendor's own domain |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 1 | 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 | 4 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 0 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domainSources on a separate domain | 4 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 35 | 5 | Sources on the vendor's own domainSources on a separate domain | 21 | 3 | 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; iCIMS has 24 evidence rows across 7 of 7 criteria — 21 with a source URL, 3 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 64 evidence rows on file for these two vendors: 40 for Emmersion, across 5 distinct source domains, and 24 for iCIMS, across 2 distinct source domains.
- Rubric
- v1.0
- Emmersion last reviewed
- September 25, 2026 · HireAIScore editorial team
- iCIMS last reviewed
- June 7, 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