§ The result
Apriora (Alex) leads Ribbon on all 7 criteria.
Apriora (Alex) sits 14 points above Ribbon under rubric v1.0 — 57 against 43 — with Apriora (Alex) filed under Video interview and Ribbon under Screening. Apriora (Alex) leads every one of the 7 criteria, Ribbon none of them, and the closest of the 7 is Data Governance Disclosure, Apriora (Alex) 54 to Ribbon 50. One criterion, Bias Audit Transparency, is both the widest raw gap (Apriora (Alex) 83, Ribbon 38) and the heaviest weighted swing, and at 18% weight it makes up 60% of the weighted advantage Apriora (Alex) holds across the 7 criteria it leads.
Vendor profile
Apriora (Alex)
Apriora's product "Alex" is an agentic AI recruiter whose live voice/video interviewer conducts real-time conversational interviews with candidates, asks dynamic follow-ups, and returns role-fit scores, transcripts, and fraud flags to the hiring team.
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
Apriora (Alex) is filed under Video interview AI, Ribbon under Screening AI. They record no secondary category in common.
Both are in scope of NYC LL 144, EU AI Act, Illinois HB 3773, Mobley v. Workday and Colorado AI Act.
| Record | Apriora (Alex) | Ribbon |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | US | CA |
| Founded | 2023 | 2020 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 60% of the movement so far
Bias Audit Transparency
Apriora (Alex) 83 · Ribbon 38
8.1 weighted points to Apriora (Alex)
20% weight · 74% of the movement so far
Article 11 Technical Documentation
Apriora (Alex) 52 · Ribbon 42
2.0 weighted points to Apriora (Alex)
12% weight · 83% of the movement so far
Post-Market Monitoring
Apriora (Alex) 47 · Ribbon 37
1.2 weighted points to Apriora (Alex)
15% weight · 89% of the movement so far
FRIA Support
Apriora (Alex) 38 · Ribbon 33
0.8 weighted points to Apriora (Alex)
15% weight · 93% of the movement so far
Data Governance Disclosure
Apriora (Alex) 54 · Ribbon 50
0.6 weighted points to Apriora (Alex)
12% weight · 98% of the movement so far
Human Oversight Design
Apriora (Alex) 60 · Ribbon 55
0.6 weighted points to Apriora (Alex)
8% weight · 100% of the movement so far
Customer Documentation
Apriora (Alex) 62 · Ribbon 58
0.3 weighted points to Apriora (Alex)
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +13.6 — the difference between the two totals before either is rounded. Shares are of 13.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +14 beside that +13.6.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Apriora (Alex) minus Ribbon.
| Category | Weight | Apriora (Alex) | Ribbon | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 42 | +10 | +2.0 |
| Bias Audit Transparency | 18% | 83 | 38 | +45 | +8.1 |
| FRIA Support | 15% | 38 | 33 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 54 | 50 | +4 | +0.6 |
| Human Oversight Design | 12% | 60 | 55 | +5 | +0.6 |
| Post-Market Monitoring | 12% | 47 | 37 | +10 | +1.2 |
| Customer Documentation | 8% | 62 | 58 | +4 | +0.3 |
| Total | 100% | 57 (F) | 43 (F) | +14 | +13.6 |
§ 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 | Apriora (Alex) | 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% | 3 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 4 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 3 | 1 | Audit reportSources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 3 | 0 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate 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% | 16 | 6 | Audit reportSources on the vendor's own domainSources on a separate domain | 31 | 4 | Sources on the vendor's own domainSources on a separate domain |
Apriora (Alex) has 22 evidence rows across 7 of 7 criteria — 16 with a source URL, 6 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 Apriora (Alex) and Ribbon sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 57 evidence rows on file for these two vendors: 22 for Apriora (Alex), across 2 distinct source domains, and 35 for Ribbon, across 2 distinct source domains.
- Rubric
- v1.0
- Apriora (Alex) last reviewed
- June 7, 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