Side-by-side · Rubric v1.0
LinkedIn Recruiter vs SAP SuccessFactors Recruiting
Export comparison (CSV)Pro→§ The result
4 points separate LinkedIn Recruiter and SAP SuccessFactors Recruiting.
LinkedIn Recruiter holds a 4-point edge over SAP SuccessFactors Recruiting under rubric v1.0, 57 to 53, across the Sourcing and ATS-integrated cohorts. The 7 criteria split 6 to 1 in favour of LinkedIn Recruiter: LinkedIn Recruiter is ahead on Bias Audit Transparency and SAP SuccessFactors Recruiting on Article 11 Technical Documentation. The advantage LinkedIn Recruiter holds is spread out: Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing (LinkedIn Recruiter 50, SAP SuccessFactors Recruiting 40, 18% weight), yet it supplies only 38% of the weighted points LinkedIn Recruiter gains across the 6 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
SAP SuccessFactors Recruiting
SAP SuccessFactors Recruiting is the recruiting module of SAP's cloud HCM suite, using AI (career-site skills matching, job-description generation, resume skills extraction and stack-ranking of applicants) delivered under SAP Business AI and the Joule assistant.
§ The record
LinkedIn Recruiter is filed under Candidate sourcing AI, SAP SuccessFactors Recruiting under ATS-integrated AI. They also share 1 secondary category: Screening.
Both are in scope of EU AI Act, Colorado AI Act, NYC LL 144 and Illinois HB 3773.
| Record | LinkedIn Recruiter | SAP SuccessFactors Recruiting |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | US | DE |
| Founded | 2002 | 1972 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 34% of the movement so far
Bias Audit Transparency
LinkedIn Recruiter 50 · SAP SuccessFactors Recruiting 40
1.8 weighted points to LinkedIn Recruiter
12% weight · 56% of the movement so far
Post-Market Monitoring
LinkedIn Recruiter 50 · SAP SuccessFactors Recruiting 40
1.2 weighted points to LinkedIn Recruiter
20% weight · 68% of the movement so far
Article 11 Technical Documentation
LinkedIn Recruiter 67 · SAP SuccessFactors Recruiting 70
0.6 weighted points to SAP SuccessFactors Recruiting
12% weight · 77% of the movement so far
Human Oversight Design
LinkedIn Recruiter 66 · SAP SuccessFactors Recruiting 62
0.5 weighted points to LinkedIn Recruiter
8% weight · 86% of the movement so far
Customer Documentation
LinkedIn Recruiter 68 · SAP SuccessFactors Recruiting 62
0.5 weighted points to LinkedIn Recruiter
15% weight · 94% of the movement so far
FRIA Support
LinkedIn Recruiter 38 · SAP SuccessFactors Recruiting 35
0.4 weighted points to LinkedIn Recruiter
15% weight · 100% of the movement so far
Data Governance Disclosure
LinkedIn Recruiter 62 · SAP SuccessFactors Recruiting 60
0.3 weighted points to LinkedIn Recruiter
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +4.1 — 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 +4.1.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is LinkedIn Recruiter minus SAP SuccessFactors Recruiting.
| Category | Weight | LinkedIn Recruiter | SAP SuccessFactors Recruiting | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 67 | 70 | -3 | -0.6 |
| Bias Audit Transparency | 18% | 50 | 40 | +10 | +1.8 |
| FRIA Support | 15% | 38 | 35 | +3 | +0.4 |
| Data Governance Disclosure | 15% | 62 | 60 | +2 | +0.3 |
| Human Oversight Design | 12% | 66 | 62 | +4 | +0.5 |
| Post-Market Monitoring | 12% | 50 | 40 | +10 | +1.2 |
| Customer Documentation | 8% | 68 | 62 | +6 | +0.5 |
| Total | 100% | 57 (F) | 53 (F) | +4 | +4.1 |
§ 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 | SAP SuccessFactors Recruiting | ||||
|---|---|---|---|---|---|---|---|
| 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 | Audit reportSources on the vendor's own domain |
| Bias Audit Transparency | 18% | 4 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 2 | 1 | Sources on a separate 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% | 5 | 0 | Sources on the vendor's own domainSources on a separate domain | 2 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 0 | Sources on the vendor's own domainSources on a separate domain | 3 | 0 | Sources on a separate domain |
| Post-Market Monitoring | 12% | 6 | 1 | Sources on the vendor's own domain | 2 | 1 | Audit reportSources on the vendor's own domain |
| Customer Documentation | 8% | 6 | 1 | Sources on the vendor's own domainSources on a separate domain | 3 | 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 | 17 | 5 | Audit reportSources 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; SAP SuccessFactors Recruiting has 22 evidence rows across 7 of 7 criteria — 17 with a source URL, 5 documented absences; some documentation or audit rows for LinkedIn Recruiter and SAP SuccessFactors Recruiting sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 61 evidence rows on file for these two vendors: 39 for LinkedIn Recruiter, across 6 distinct source domains, and 22 for SAP SuccessFactors Recruiting, across 3 distinct source domains.
- Rubric
- v1.0
- LinkedIn Recruiter last reviewed
- September 25, 2026 · HireAIScore editorial team
- SAP SuccessFactors Recruiting 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.