§ The result
Covey takes the total, eSkill takes more of the criteria.
Under rubric v1.0, Covey, filed under Sourcing, finishes on 47 and eSkill, filed under Assessment, on 41, 6 points apart. eSkill leads more of the criteria, 4 against 3 for Covey, yet Covey takes Bias Audit Transparency, which carries 18% of the rubric, and the weighted sum with it. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Covey 72, eSkill 25 — and at an 18% weight it carries 90% of the weighted advantage Covey holds across the 3 criteria on that side of the table.
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
eSkill
eSkill is a pre-employment testing platform with auto-scored skills, cognitive and behavioral tests and human-rated one-way video interviews, plus an optional Proctorio-powered AI proctoring add-on that gives each candidate a suspicion score and a Claude-based "Linea" layer that drafts assessments from job descriptions.
§ The record
Covey is filed under Candidate sourcing AI, eSkill under Assessment 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 eSkill is in scope of Mobley v. Workday.
| Record | Covey | eSkill |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2018 | 2003 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 65% of the movement so far
Bias Audit Transparency
Covey 72 · eSkill 25
8.5 weighted points to Covey
20% weight · 77% of the movement so far
Article 11 Technical Documentation
Covey 40 · eSkill 48
1.6 weighted points to eSkill
15% weight · 83% of the movement so far
FRIA Support
Covey 25 · eSkill 30
0.8 weighted points to eSkill
15% weight · 89% of the movement so far
Data Governance Disclosure
Covey 52 · eSkill 47
0.8 weighted points to Covey
12% weight · 94% of the movement so far
Post-Market Monitoring
Covey 30 · eSkill 36
0.7 weighted points to eSkill
12% weight · 99% of the movement so far
Human Oversight Design
Covey 52 · eSkill 57
0.6 weighted points to eSkill
8% weight · 100% of the movement so far
Customer Documentation
Covey 58 · eSkill 56
0.2 weighted points to Covey
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +5.7 — the difference between the two totals before either is rounded. Shares are of 13.0 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +6 beside that +5.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Covey minus eSkill.
| Category | Weight | Covey | eSkill | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 40 | 48 | -8 | -1.6 |
| Bias Audit Transparency | 18% | 72 | 25 | +47 | +8.5 |
| FRIA Support | 15% | 25 | 30 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 52 | 47 | +5 | +0.8 |
| Human Oversight Design | 12% | 52 | 57 | -5 | -0.6 |
| Post-Market Monitoring | 12% | 30 | 36 | -6 | -0.7 |
| Customer Documentation | 8% | 58 | 56 | +2 | +0.2 |
| Total | 100% | 47 (F) | 41 (F) | +6 | +5.7 |
§ 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 | eSkill | ||||
|---|---|---|---|---|---|---|---|
| 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 domainSources on a separate domain |
| Bias Audit Transparency | 18% | 2 | 0 | Audit reportSources on a separate domain | 2 | 1 | Sources on a separate domain |
| FRIA Support | 15% | 0 | 1 | — | 2 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Data Governance Disclosure | 15% | 0 | 1 | — | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 1 | 1 | Sources on the vendor's own domain | 5 | 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 | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 6 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain | 24 | 6 | 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; eSkill has 30 evidence rows across 7 of 7 criteria — 24 with a source URL, 6 documented absences; some documentation or audit rows for Covey and eSkill sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 41 evidence rows on file for these two vendors: 11 for Covey, across 2 distinct source domains, and 30 for eSkill, across 2 distinct source domains.
- Rubric
- v1.0
- Covey last reviewed
- June 7, 2026 · HireAIScore editorial team
- eSkill 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