§ The result
3 points separate LinkedIn Recruiter and Metaview.
LinkedIn Recruiter holds a 3-point edge over Metaview under rubric v1.0, 57 to 54, across the Sourcing and Screening cohorts. The 7 criteria split 6 to 1 in favour of LinkedIn Recruiter: LinkedIn Recruiter is ahead on Article 11 Technical Documentation and Metaview on Bias Audit Transparency. LinkedIn Recruiter takes the heaviest weighted swing, Article 11 Technical Documentation at 20% (LinkedIn Recruiter 67, Metaview 38), which is 70% of the weighted advantage LinkedIn Recruiter holds; the widest raw gap is a different criterion, Bias Audit Transparency, LinkedIn Recruiter 50 to Metaview 80.
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
Metaview
Metaview is an AI recruiting platform whose agents transcribe and summarize interviews into structured notes and scorecards, and whose Application Review feature screens and ranks inbound applicants against an auto-generated Ideal Candidate Profile with fit ratings.
§ The record
LinkedIn Recruiter is filed under Candidate sourcing AI, Metaview under Screening 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 Metaview is in scope of Mobley v. Workday.
| Record | LinkedIn Recruiter | Metaview |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | GB |
| Founded | 2002 | 2018 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 42% of the movement so far
Article 11 Technical Documentation
LinkedIn Recruiter 67 · Metaview 38
5.8 weighted points to LinkedIn Recruiter
18% weight · 82% of the movement so far
Bias Audit Transparency
LinkedIn Recruiter 50 · Metaview 80
5.4 weighted points to Metaview
15% weight · 87% of the movement so far
FRIA Support
LinkedIn Recruiter 38 · Metaview 33
0.8 weighted points to LinkedIn Recruiter
12% weight · 93% of the movement so far
Human Oversight Design
LinkedIn Recruiter 66 · Metaview 60
0.7 weighted points to LinkedIn Recruiter
8% weight · 96% of the movement so far
Customer Documentation
LinkedIn Recruiter 68 · Metaview 62
0.5 weighted points to LinkedIn Recruiter
15% weight · 98% of the movement so far
Data Governance Disclosure
LinkedIn Recruiter 62 · Metaview 60
0.3 weighted points to LinkedIn Recruiter
12% weight · 100% of the movement so far
Post-Market Monitoring
LinkedIn Recruiter 50 · Metaview 48
0.2 weighted points to LinkedIn Recruiter
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +2.9 — the difference between the two totals before either is rounded. Shares are of 13.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +3 beside that +2.9.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is LinkedIn Recruiter minus Metaview.
| Category | Weight | LinkedIn Recruiter | Metaview | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 67 | 38 | +29 | +5.8 |
| Bias Audit Transparency | 18% | 50 | 80 | -30 | -5.4 |
| FRIA Support | 15% | 38 | 33 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 62 | 60 | +2 | +0.3 |
| Human Oversight Design | 12% | 66 | 60 | +6 | +0.7 |
| Post-Market Monitoring | 12% | 50 | 48 | +2 | +0.2 |
| Customer Documentation | 8% | 68 | 62 | +6 | +0.5 |
| Total | 100% | 57 (F) | 54 (F) | +3 | +2.9 |
§ 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 | Metaview | ||||
|---|---|---|---|---|---|---|---|
| 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 | 1 | 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 | 2 | 0 | Audit reportSources on a separate domain |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 1 | 1 | — |
| Data Governance Disclosure | 15% | 5 | 0 | Sources on the vendor's own domainSources on a separate domain | 3 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 0 | Sources on the vendor's own domainSources on a separate domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 6 | 1 | Sources on the vendor's own domain | 2 | 0 | Audit reportSources on a separate domain |
| Customer Documentation | 8% | 6 | 1 | Sources on the vendor's own domainSources on a separate domain | 2 | 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 | 13 | 3 | 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; Metaview has 16 evidence rows across 7 of 7 criteria — 13 with a source URL, 3 documented absences; some documentation or audit rows for LinkedIn Recruiter and Metaview sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 55 evidence rows on file for these two vendors: 39 for LinkedIn Recruiter, across 6 distinct source domains, and 16 for Metaview, across 2 distinct source domains.
- Rubric
- v1.0
- LinkedIn Recruiter last reviewed
- September 25, 2026 · HireAIScore editorial team
- Metaview 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