§ The result
LinkedIn Recruiter leads Recruiterflow on all 7 criteria.
LinkedIn Recruiter finishes 21 points clear of Recruiterflow under rubric v1.0 — 57 against 36 — across the Sourcing and ATS-integrated cohorts. LinkedIn Recruiter takes all 7 criteria and Recruiterflow none of them; the nearest contest is FRIA Support, LinkedIn Recruiter 38 to Recruiterflow 30. Even Article 11 Technical Documentation, the widest raw gap and the heaviest weighted swing (LinkedIn Recruiter 67, Recruiterflow 33, 20% weight), is only 33% of the weighted advantage LinkedIn Recruiter builds 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
Recruiterflow
Recruiterflow is an ATS and CRM for recruiting agencies and executive search firms. Its AIRA AI layer ranks candidates already in a firm's database against each job with an explainable 0–100 Criteria Score (AIRA Matchmaker, shown as the 'AI Matches' card), and adds natural-language candidate search, external profile sourcing and an AI call notetaker that fills in interview scorecards.
§ The record
LinkedIn Recruiter is filed under Candidate sourcing AI, Recruiterflow under ATS-integrated AI. They record no secondary category in common.
Both are in scope of EU AI Act, Colorado AI Act and NYC LL 144. Only LinkedIn Recruiter is in scope of Illinois HB 3773.
| Record | LinkedIn Recruiter | Recruiterflow |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | US |
| Founded | 2002 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 33% of the movement so far
Article 11 Technical Documentation
LinkedIn Recruiter 67 · Recruiterflow 33
6.8 weighted points to LinkedIn Recruiter
18% weight · 62% of the movement so far
Bias Audit Transparency
LinkedIn Recruiter 50 · Recruiterflow 18
5.8 weighted points to LinkedIn Recruiter
15% weight · 75% of the movement so far
Data Governance Disclosure
LinkedIn Recruiter 62 · Recruiterflow 44
2.7 weighted points to LinkedIn Recruiter
12% weight · 85% of the movement so far
Post-Market Monitoring
LinkedIn Recruiter 50 · Recruiterflow 33
2.0 weighted points to LinkedIn Recruiter
15% weight · 91% of the movement so far
FRIA Support
LinkedIn Recruiter 38 · Recruiterflow 30
1.2 weighted points to LinkedIn Recruiter
12% weight · 95% of the movement so far
Human Oversight Design
LinkedIn Recruiter 66 · Recruiterflow 58
1.0 weighted points to LinkedIn Recruiter
8% weight · 100% of the movement so far
Customer Documentation
LinkedIn Recruiter 68 · Recruiterflow 56
1.0 weighted points to LinkedIn Recruiter
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +20.4 — the difference between the two totals before either is rounded. Shares are of 20.4 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +21 beside that +20.4.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is LinkedIn Recruiter minus Recruiterflow.
| Category | Weight | LinkedIn Recruiter | Recruiterflow | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 67 | 33 | +34 | +6.8 |
| Bias Audit Transparency | 18% | 50 | 18 | +32 | +5.8 |
| FRIA Support | 15% | 38 | 30 | +8 | +1.2 |
| Data Governance Disclosure | 15% | 62 | 44 | +18 | +2.7 |
| Human Oversight Design | 12% | 66 | 58 | +8 | +1.0 |
| Post-Market Monitoring | 12% | 50 | 33 | +17 | +2.0 |
| Customer Documentation | 8% | 68 | 56 | +12 | +1.0 |
| Total | 100% | 57 (F) | 36 (F) | +21 | +20.4 |
§ 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 | LinkedIn Recruiter | Recruiterflow | ||||
|---|---|---|---|---|---|---|---|
| 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% | 4 | 1 | Audit reportSources 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 | 2 | 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 | 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 | 7 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 6 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources 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 | 25 | 6 | Sources on the vendor's own domain |
LinkedIn Recruiter has 39 evidence rows across 7 of 7 criteria — 34 with a source URL, 5 documented absences; Recruiterflow has 31 evidence rows across 7 of 7 criteria — 25 with a source URL, 6 documented absences; some documentation or audit rows for LinkedIn Recruiter sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 70 evidence rows on file for these two vendors: 39 for LinkedIn Recruiter, across 6 distinct source domains, and 31 for Recruiterflow, across 1 distinct source domain.
- Rubric
- v1.0
- LinkedIn Recruiter last reviewed
- September 25, 2026 · HireAIScore editorial team
- Recruiterflow 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