§ The result
LinkedIn Recruiter leads TalentLens on all 7 criteria.
LinkedIn Recruiter, filed under Sourcing, comes out 11 points above TalentLens, filed under Assessment: 57 against 46 under rubric v1.0. LinkedIn Recruiter takes all 7 criteria from TalentLens without a 20-point raw gap on any of them; the closest is Bias Audit Transparency, LinkedIn Recruiter 50 to TalentLens 45. The widest raw gap and the heaviest weighted swing fall on different criteria: Post-Market Monitoring (LinkedIn Recruiter 50, TalentLens 32) and Article 11 Technical Documentation at 20% (LinkedIn Recruiter 67, TalentLens 52), the second being 27% of the weighted advantage LinkedIn Recruiter holds across the 7 criteria on that side of the table.
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
TalentLens
TalentLens, Pearson's workplace psychometrics brand, publishes the Watson-Glaser critical-thinking test, Raven's Adaptive, BMCT-II and DAT Next Generation, which candidates take online and which are scored automatically against norm groups to produce percentile-based reports for hiring and development.
§ The record
LinkedIn Recruiter is filed under Candidate sourcing AI, TalentLens under Assessment 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. Only TalentLens is in scope of Mobley v. Workday.
| Record | LinkedIn Recruiter | TalentLens |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | GB |
| Founded | 2002 | Not recorded |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 27% of the movement so far
Article 11 Technical Documentation
LinkedIn Recruiter 67 · TalentLens 52
3.0 weighted points to LinkedIn Recruiter
12% weight · 47% of the movement so far
Post-Market Monitoring
LinkedIn Recruiter 50 · TalentLens 32
2.2 weighted points to LinkedIn Recruiter
15% weight · 64% of the movement so far
Data Governance Disclosure
LinkedIn Recruiter 62 · TalentLens 50
1.8 weighted points to LinkedIn Recruiter
15% weight · 75% of the movement so far
FRIA Support
LinkedIn Recruiter 38 · TalentLens 30
1.2 weighted points to LinkedIn Recruiter
12% weight · 84% of the movement so far
Human Oversight Design
LinkedIn Recruiter 66 · TalentLens 57
1.1 weighted points to LinkedIn Recruiter
18% weight · 93% of the movement so far
Bias Audit Transparency
LinkedIn Recruiter 50 · TalentLens 45
0.9 weighted points to LinkedIn Recruiter
8% weight · 100% of the movement so far
Customer Documentation
LinkedIn Recruiter 68 · TalentLens 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 +10.9 — the difference between the two totals before either is rounded. Shares are of 10.9 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +11 beside that +10.9.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is LinkedIn Recruiter minus TalentLens.
| Category | Weight | LinkedIn Recruiter | TalentLens | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 67 | 52 | +15 | +3.0 |
| Bias Audit Transparency | 18% | 50 | 45 | +5 | +0.9 |
| FRIA Support | 15% | 38 | 30 | +8 | +1.2 |
| Data Governance Disclosure | 15% | 62 | 50 | +12 | +1.8 |
| Human Oversight Design | 12% | 66 | 57 | +9 | +1.1 |
| Post-Market Monitoring | 12% | 50 | 32 | +18 | +2.2 |
| Customer Documentation | 8% | 68 | 58 | +10 | +0.8 |
| Total | 100% | 57 (F) | 46 (F) | +11 | +10.9 |
§ 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 | TalentLens | ||||
|---|---|---|---|---|---|---|---|
| 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 domainSources on a separate domain |
| Bias Audit Transparency | 18% | 4 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 3 | 1 | Audit reportSources on the vendor's own domainSources on a separate 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 | 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 | 4 | 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 domainSources on a separate domain |
| Customer Documentation | 8% | 6 | 1 | Sources on the vendor's own domainSources on a separate domain | 4 | 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 | 24 | 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; TalentLens has 29 evidence rows across 7 of 7 criteria — 24 with a source URL, 5 documented absences; some documentation or audit rows for LinkedIn Recruiter and TalentLens sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 68 evidence rows on file for these two vendors: 39 for LinkedIn Recruiter, across 6 distinct source domains, and 29 for TalentLens, across 3 distinct source domains.
- Rubric
- v1.0
- LinkedIn Recruiter last reviewed
- September 25, 2026 · HireAIScore editorial team
- TalentLens 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