§ The result
4 points separate Paycor and Recruiterflow.
Within the ATS-integrated cohort, Paycor edges Recruiterflow by 4 points under rubric v1.0, 40 to 36. Recruiterflow takes 3 of the 7 criteria, FRIA Support among them, against 4 for Paycor, whose share includes Article 11 Technical Documentation. The advantage Paycor holds is spread out: Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing (Paycor 40, Recruiterflow 33, 20% weight), yet it supplies only 34% of the weighted points Paycor gains across the 4 criteria it leads.
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.
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
Paycor and Recruiterflow are both filed under ATS-integrated AI. They also share 1 secondary category: Sourcing.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only Paycor is in scope of Illinois HB 3773.
| Record | Paycor | Recruiterflow |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 1990 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 28% of the movement so far
Article 11 Technical Documentation
Paycor 40 · Recruiterflow 33
1.4 weighted points to Paycor
18% weight · 53% of the movement so far
Bias Audit Transparency
Paycor 25 · Recruiterflow 18
1.3 weighted points to Paycor
15% weight · 70% of the movement so far
Data Governance Disclosure
Paycor 50 · Recruiterflow 44
0.9 weighted points to Paycor
12% weight · 82% of the movement so far
Post-Market Monitoring
Paycor 38 · Recruiterflow 33
0.6 weighted points to Paycor
15% weight · 91% of the movement so far
FRIA Support
Paycor 27 · Recruiterflow 30
0.4 weighted points to Recruiterflow
12% weight · 98% of the movement so far
Human Oversight Design
Paycor 55 · Recruiterflow 58
0.4 weighted points to Recruiterflow
8% weight · 100% of the movement so far
Customer Documentation
Paycor 55 · Recruiterflow 56
0.1 weighted points to Recruiterflow
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +3.3 — the difference between the two totals before either is rounded. Shares are of 5.0 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 +3.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Paycor minus Recruiterflow.
| Category | Weight | Paycor | Recruiterflow | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 40 | 33 | +7 | +1.4 |
| Bias Audit Transparency | 18% | 25 | 18 | +7 | +1.3 |
| FRIA Support | 15% | 27 | 30 | -3 | -0.4 |
| Data Governance Disclosure | 15% | 50 | 44 | +6 | +0.9 |
| Human Oversight Design | 12% | 55 | 58 | -3 | -0.4 |
| Post-Market Monitoring | 12% | 38 | 33 | +5 | +0.6 |
| Customer Documentation | 8% | 55 | 56 | -1 | -0.1 |
| Total | 100% | 40 (F) | 36 (F) | +4 | +3.3 |
§ 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 | Paycor | Recruiterflow | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 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% | 3 | 1 | — | 3 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 1 | Audit reportSources 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% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 24 | 6 | Audit reportSources on the vendor's own domainSources on a separate domain | 25 | 6 | Sources on the vendor's own domain |
Paycor has 30 evidence rows across 7 of 7 criteria — 24 with a source URL, 6 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 Paycor 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: 30 for Paycor, across 6 distinct source domains, and 31 for Recruiterflow, across 1 distinct source domain.
- Rubric
- v1.0
- Paycor 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