§ The result
LinkedIn Recruiter leads Paycor on all 7 criteria.
Under rubric v1.0, LinkedIn Recruiter (Sourcing) opens a 17-point lead on Paycor (ATS-integrated), 57 to 40. LinkedIn Recruiter leads every one of the 7 criteria, Paycor none of them, and the closest of the 7 is FRIA Support, LinkedIn Recruiter 38 to Paycor 27. Article 11 Technical Documentation is the widest raw gap and the heaviest weighted swing at once (LinkedIn Recruiter 67, Paycor 40, 20% weight), but it accounts for only 31% 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
Paycor
Paycor, a Paychex company, sells a mid-market HR and payroll suite whose recruiting tools include the Paycor Recruiting ATS, Paycor Smart Sourcing (formerly Talenya), which uses AI to build a prioritized list of passive and active candidates for each role and automate outreach, and a WISE assistant that phone-screens candidates and scores their answers.
§ The record
LinkedIn Recruiter is filed under Candidate sourcing AI, Paycor 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 | Paycor |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | US |
| Founded | 2002 | 1990 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 31% of the movement so far
Article 11 Technical Documentation
LinkedIn Recruiter 67 · Paycor 40
5.4 weighted points to LinkedIn Recruiter
18% weight · 58% of the movement so far
Bias Audit Transparency
LinkedIn Recruiter 50 · Paycor 25
4.5 weighted points to LinkedIn Recruiter
15% weight · 68% of the movement so far
Data Governance Disclosure
LinkedIn Recruiter 62 · Paycor 50
1.8 weighted points to LinkedIn Recruiter
15% weight · 78% of the movement so far
FRIA Support
LinkedIn Recruiter 38 · Paycor 27
1.6 weighted points to LinkedIn Recruiter
12% weight · 86% of the movement so far
Post-Market Monitoring
LinkedIn Recruiter 50 · Paycor 38
1.4 weighted points to LinkedIn Recruiter
12% weight · 94% of the movement so far
Human Oversight Design
LinkedIn Recruiter 66 · Paycor 55
1.3 weighted points to LinkedIn Recruiter
8% weight · 100% of the movement so far
Customer Documentation
LinkedIn Recruiter 68 · Paycor 55
1.0 weighted points to LinkedIn Recruiter
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +17.2 — the difference between the two totals before either is rounded. Shares are of 17.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +17 beside that +17.2.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is LinkedIn Recruiter minus Paycor.
| Category | Weight | LinkedIn Recruiter | Paycor | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 67 | 40 | +27 | +5.4 |
| Bias Audit Transparency | 18% | 50 | 25 | +25 | +4.5 |
| FRIA Support | 15% | 38 | 27 | +11 | +1.6 |
| Data Governance Disclosure | 15% | 62 | 50 | +12 | +1.8 |
| Human Oversight Design | 12% | 66 | 55 | +11 | +1.3 |
| Post-Market Monitoring | 12% | 50 | 38 | +12 | +1.4 |
| Customer Documentation | 8% | 68 | 55 | +13 | +1.0 |
| Total | 100% | 57 (F) | 40 (F) | +17 | +17.2 |
§ 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 | Paycor | ||||
|---|---|---|---|---|---|---|---|
| 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 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 | — |
| 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 | 4 | 1 | Audit reportSources on the vendor's own domainSources on a separate 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 domainSources on a separate 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 | 6 | 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; Paycor has 30 evidence rows across 7 of 7 criteria — 24 with a source URL, 6 documented absences; some documentation or audit rows for LinkedIn Recruiter and Paycor sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 69 evidence rows on file for these two vendors: 39 for LinkedIn Recruiter, across 6 distinct source domains, and 30 for Paycor, across 6 distinct source domains.
- Rubric
- v1.0
- LinkedIn Recruiter last reviewed
- September 25, 2026 · HireAIScore editorial team
- Paycor 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