§ The result
Covey takes the total, Ribbon takes more of the criteria.
Covey (Sourcing) edges Ribbon (Screening) by 4 points under rubric v1.0, 47 to 43. Ribbon leads more of the criteria than Covey — 4 to 2 — but Bias Audit Transparency, which Covey leads, carries 18% of the rubric, and the weighted sum still falls to Covey. One criterion, Bias Audit Transparency, is both the widest raw gap (Covey 72, Ribbon 38) and the heaviest weighted swing, and at 18% weight it makes up 95% of the weighted advantage Covey holds across the 2 criteria it leads.
Vendor profile
Covey
Covey is an AI recruiting platform whose Covey Scout product trains generative-AI bots from plain-language hiring criteria to source, evaluate, and rank candidate profiles for outbound sourcing and inbound applicant screening.
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
Covey is filed under Candidate sourcing AI, Ribbon under Screening AI. They record no secondary category in common.
Both are in scope of EU AI Act, Colorado AI Act, NYC LL 144 and Illinois HB 3773. Only Ribbon is in scope of Mobley v. Workday.
| Record | Covey | Ribbon |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | US | CA |
| Founded | 2018 | 2020 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 66% of the movement so far
Bias Audit Transparency
Covey 72 · Ribbon 38
6.1 weighted points to Covey
15% weight · 79% of the movement so far
FRIA Support
Covey 25 · Ribbon 33
1.2 weighted points to Ribbon
12% weight · 89% of the movement so far
Post-Market Monitoring
Covey 30 · Ribbon 37
0.8 weighted points to Ribbon
20% weight · 93% of the movement so far
Article 11 Technical Documentation
Covey 40 · Ribbon 42
0.4 weighted points to Ribbon
12% weight · 97% of the movement so far
Human Oversight Design
Covey 52 · Ribbon 55
0.4 weighted points to Ribbon
15% weight · 100% of the movement so far
Data Governance Disclosure
Covey 52 · Ribbon 50
0.3 weighted points to Covey
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +3.6 — the difference between the two totals before either is rounded. Shares are of 9.2 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 +3.6.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Covey minus Ribbon.
| Category | Weight | Covey | Ribbon | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 40 | 42 | -2 | -0.4 |
| Bias Audit Transparency | 18% | 72 | 38 | +34 | +6.1 |
| FRIA Support | 15% | 25 | 33 | -8 | -1.2 |
| Data Governance Disclosure | 15% | 52 | 50 | +2 | +0.3 |
| Human Oversight Design | 12% | 52 | 55 | -3 | -0.4 |
| Post-Market Monitoring | 12% | 30 | 37 | -7 | -0.8 |
| Customer Documentation | 8% | 58 | 58 | - | - |
| Total | 100% | 47 (F) | 43 (F) | +4 | +3.6 |
§ 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 | Covey | Ribbon | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 0 | Audit reportSources on a separate domain | 4 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 0 | 1 | — | 3 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 0 | 1 | — | 6 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 1 | 1 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 0 | 1 | — | 4 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 0 | Sources on the vendor's own domain | 5 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 6 | 5 | 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 |
Covey has 11 evidence rows across 7 of 7 criteria — 6 with a source URL, 5 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 Covey and Ribbon sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 46 evidence rows on file for these two vendors: 11 for Covey, across 2 distinct source domains, and 35 for Ribbon, across 2 distinct source domains.
- Rubric
- v1.0
- Covey 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