§ The result
Emmersion takes the total, Recruit CRM takes more of the criteria.
Emmersion holds a 4-point edge over Recruit CRM under rubric v1.0, 44 to 40, across the Assessment and ATS-integrated cohorts. Recruit CRM leads more of the criteria, 4 against 2 for Emmersion, yet Emmersion takes Article 11 Technical Documentation, which carries 20% of the rubric, and the weighted sum with it. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Emmersion 57, Recruit CRM 34 — and at a 20% weight it carries 76% of the weighted advantage Emmersion holds across the 2 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
Recruit CRM
Recruit CRM is an ATS and CRM for recruitment agencies and executive search firms, with AI resume parsing, AI sourcing from an 800M+ profile Global Database, and AI candidate matching that scores and ranks candidates 0–100 with explanations for each dimension.
§ The record
Emmersion is filed under Assessment AI, Recruit CRM under ATS-integrated AI. They record no secondary category in common.
Both are in scope of NYC LL 144, EU AI Act and Colorado AI Act. Only Emmersion is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | Emmersion | Recruit CRM |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | US | US |
| Founded | 2015 | Not recorded |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 55% of the movement so far
Article 11 Technical Documentation
Emmersion 57 · Recruit CRM 34
4.6 weighted points to Emmersion
18% weight · 73% of the movement so far
Bias Audit Transparency
Emmersion 28 · Recruit CRM 20
1.4 weighted points to Emmersion
15% weight · 80% of the movement so far
FRIA Support
Emmersion 30 · Recruit CRM 34
0.6 weighted points to Recruit CRM
15% weight · 87% of the movement so far
Data Governance Disclosure
Emmersion 50 · Recruit CRM 54
0.6 weighted points to Recruit CRM
12% weight · 94% of the movement so far
Human Oversight Design
Emmersion 53 · Recruit CRM 58
0.6 weighted points to Recruit CRM
12% weight · 100% of the movement so far
Post-Market Monitoring
Emmersion 38 · Recruit CRM 42
0.5 weighted points to Recruit CRM
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +3.8 — the difference between the two totals before either is rounded. Shares are of 8.3 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 +3.8.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Emmersion minus Recruit CRM.
| Category | Weight | Emmersion | Recruit CRM | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 57 | 34 | +23 | +4.6 |
| Bias Audit Transparency | 18% | 28 | 20 | +8 | +1.4 |
| FRIA Support | 15% | 30 | 34 | -4 | -0.6 |
| Data Governance Disclosure | 15% | 50 | 54 | -4 | -0.6 |
| Human Oversight Design | 12% | 53 | 58 | -5 | -0.6 |
| Post-Market Monitoring | 12% | 38 | 42 | -4 | -0.5 |
| Customer Documentation | 8% | 60 | 60 | - | - |
| Total | 100% | 44 (F) | 40 (F) | +4 | +3.8 |
§ 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 | Recruit CRM | ||||
|---|---|---|---|---|---|---|---|
| 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 | 5 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 7 | 1 | Sources on the vendor's own domainSources on a separate domain | 2 | 1 | — |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 2 | 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 | 6 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 0 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domain | 5 | 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 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 35 | 5 | Sources on the vendor's own domainSources on a separate domain | 30 | 5 | Sources on the vendor's own domainSources on a separate domain |
Emmersion has 40 evidence rows across 7 of 7 criteria — 35 with a source URL, 5 documented absences; Recruit CRM has 35 evidence rows across 7 of 7 criteria — 30 with a source URL, 5 documented absences; some documentation or audit rows for Emmersion and Recruit CRM sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 75 evidence rows on file for these two vendors: 40 for Emmersion, across 5 distinct source domains, and 35 for Recruit CRM, across 2 distinct source domains.
- Rubric
- v1.0
- Emmersion last reviewed
- September 25, 2026 · HireAIScore editorial team
- Recruit CRM 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