§ The result
LinkedIn Recruiter leads Prevue HR on all 7 criteria.
LinkedIn Recruiter, filed under Sourcing, comes out 13 points above Prevue HR, filed under Assessment: 57 against 44 under rubric v1.0. LinkedIn Recruiter takes all 7 criteria and Prevue HR none of them; the nearest contest is Bias Audit Transparency, LinkedIn Recruiter 50 to Prevue HR 44. The advantage LinkedIn Recruiter holds is spread out: Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing (LinkedIn Recruiter 67, Prevue HR 45, 20% weight), yet it supplies only 35% of the weighted points LinkedIn Recruiter gains across the 7 criteria it leads.
Vendor profile
LinkedIn Recruiter
LinkedIn Recruiter is LinkedIn's enterprise sourcing and candidate-management platform, whose Hiring Assistant add-on and AI-Assisted Search use AI to turn intake notes into qualifications, source and rank candidates, evaluate applicants against recruiter-set qualifications, and draft or send outreach.
Vendor profile
Prevue HR
Prevue HR's psychometric platform tests candidates' aptitude, personality and motivations and compares the results with a custom role benchmark to produce a percentage Job Suitability score and Job-Fit report, alongside an optional applicant tracking system (APS Pro).
§ The record
LinkedIn Recruiter is filed under Candidate sourcing AI, Prevue HR under Assessment AI. They record no secondary category in common.
Both are in scope of EU AI Act, Colorado AI Act, NYC LL 144 and Illinois HB 3773. Only Prevue HR is in scope of Mobley v. Workday.
| Record | LinkedIn Recruiter | Prevue HR |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | CA |
| Founded | 2002 | 1994 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 35% of the movement so far
Article 11 Technical Documentation
LinkedIn Recruiter 67 · Prevue HR 45
4.4 weighted points to LinkedIn Recruiter
15% weight · 51% of the movement so far
Data Governance Disclosure
LinkedIn Recruiter 62 · Prevue HR 48
2.1 weighted points to LinkedIn Recruiter
15% weight · 64% of the movement so far
FRIA Support
LinkedIn Recruiter 38 · Prevue HR 27
1.6 weighted points to LinkedIn Recruiter
12% weight · 76% of the movement so far
Human Oversight Design
LinkedIn Recruiter 66 · Prevue HR 54
1.4 weighted points to LinkedIn Recruiter
12% weight · 85% of the movement so far
Post-Market Monitoring
LinkedIn Recruiter 50 · Prevue HR 40
1.2 weighted points to LinkedIn Recruiter
18% weight · 94% of the movement so far
Bias Audit Transparency
LinkedIn Recruiter 50 · Prevue HR 44
1.1 weighted points to LinkedIn Recruiter
8% weight · 100% of the movement so far
Customer Documentation
LinkedIn Recruiter 68 · Prevue HR 58
0.8 weighted points to LinkedIn Recruiter
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +12.7 — the difference between the two totals before either is rounded. Shares are of 12.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +13 beside that +12.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is LinkedIn Recruiter minus Prevue HR.
| Category | Weight | LinkedIn Recruiter | Prevue HR | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 67 | 45 | +22 | +4.4 |
| Bias Audit Transparency | 18% | 50 | 44 | +6 | +1.1 |
| FRIA Support | 15% | 38 | 27 | +11 | +1.6 |
| Data Governance Disclosure | 15% | 62 | 48 | +14 | +2.1 |
| Human Oversight Design | 12% | 66 | 54 | +12 | +1.4 |
| Post-Market Monitoring | 12% | 50 | 40 | +10 | +1.2 |
| Customer Documentation | 8% | 68 | 58 | +10 | +0.8 |
| Total | 100% | 57 (F) | 44 (F) | +13 | +12.7 |
§ 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 | LinkedIn Recruiter | Prevue HR | ||||
|---|---|---|---|---|---|---|---|
| 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 | 4 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 4 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 3 | 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 domainSources on a separate domain |
| Data Governance Disclosure | 15% | 5 | 0 | Sources on the vendor's own domainSources on a separate domain | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 0 | Sources on the vendor's own domainSources on a separate domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 6 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 6 | 1 | Sources on the vendor's own domainSources on a separate domain | 5 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 34 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain | 28 | 6 | Sources on the vendor's own domainSources on a separate domain |
LinkedIn Recruiter has 39 evidence rows across 7 of 7 criteria — 34 with a source URL, 5 documented absences; Prevue HR has 34 evidence rows across 7 of 7 criteria — 28 with a source URL, 6 documented absences; some documentation or audit rows for LinkedIn Recruiter and Prevue HR 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: 39 for LinkedIn Recruiter, across 6 distinct source domains, and 34 for Prevue HR, across 2 distinct source domains.
- Rubric
- v1.0
- LinkedIn Recruiter last reviewed
- September 25, 2026 · HireAIScore editorial team
- Prevue HR 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