§ The result
Paycom leads Ribbon by 7 points.
Under rubric v1.0, Paycom, filed under ATS-integrated, finishes on 50 and Ribbon, filed under Screening, on 43, 7 points apart. Ribbon takes 1 of the 7 criteria, FRIA Support among them, against 4 for Paycom, whose share includes Article 11 Technical Documentation, and 2 are level. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Paycom 68, Ribbon 42 — and at a 20% weight it carries 71% of the weighted advantage Paycom holds across the 4 criteria on that side of the table.
Vendor profile
Paycom
Paycom is a single-database human capital management and payroll platform whose applicant tracking system automates recruiting with resume parsing, keyword/knockout candidate filtering, automated correspondence, generative job-description writing, and a command-driven AI data-query engine (IWant).
Vendor profile
Ribbon
Ribbon is an AI recruiter that runs voice and video screening interviews with applicants around the clock, scores each interview against default and custom rubrics, ranks candidates for recruiter review, and syncs the results to 60+ applicant tracking systems.
§ The record
Paycom is filed under ATS-integrated AI, Ribbon under Screening AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773. Only Ribbon is in scope of Mobley v. Workday.
| Record | Paycom | Ribbon |
|---|---|---|
| Price tier | Enterprise | Low |
| Headquarters | US | CA |
| Founded | 1998 | 2020 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 67% of the movement so far
Article 11 Technical Documentation
Paycom 68 · Ribbon 42
5.2 weighted points to Paycom
15% weight · 91% of the movement so far
Data Governance Disclosure
Paycom 62 · Ribbon 50
1.8 weighted points to Paycom
15% weight · 96% of the movement so far
FRIA Support
Paycom 30 · Ribbon 33
0.4 weighted points to Ribbon
8% weight · 98% of the movement so far
Customer Documentation
Paycom 60 · Ribbon 58
0.2 weighted points to Paycom
12% weight · 100% of the movement so far
Post-Market Monitoring
Paycom 38 · Ribbon 37
0.1 weighted points to Paycom
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to +6.8 — the difference between the two totals before either is rounded. Shares are of 7.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +7 beside that +6.8.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Paycom minus Ribbon.
| Category | Weight | Paycom | Ribbon | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 68 | 42 | +26 | +5.2 |
| Bias Audit Transparency | 18% | 38 | 38 | - | - |
| FRIA Support | 15% | 30 | 33 | -3 | -0.4 |
| Data Governance Disclosure | 15% | 62 | 50 | +12 | +1.8 |
| Human Oversight Design | 12% | 55 | 55 | - | - |
| Post-Market Monitoring | 12% | 38 | 37 | +1 | +0.1 |
| Customer Documentation | 8% | 60 | 58 | +2 | +0.2 |
| Total | 100% | 50 (F) | 43 (F) | +7 | +6.8 |
§ 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 | Paycom | Ribbon | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Audit reportSources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 2 | 1 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 5 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 13 | 7 | Audit reportSources on the vendor's own domain | 31 | 4 | Sources on the vendor's own domainSources on a separate domain |
Paycom has 20 evidence rows across 7 of 7 criteria — 13 with a source URL, 7 documented absences; Ribbon has 35 evidence rows across 7 of 7 criteria — 31 with a source URL, 4 documented absences; some documentation or audit rows for Ribbon 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: 20 for Paycom, across 1 distinct source domain, and 35 for Ribbon, across 2 distinct source domains.
- Rubric
- v1.0
- Paycom last reviewed
- July 17, 2026 · HireAIScore editorial team
- Ribbon 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