§ The result
1 point separates eSkill and ZipRecruiter.
eSkill holds a 1-point edge over ZipRecruiter under rubric v1.0, 41 to 40, across the Assessment and Sourcing cohorts. eSkill leads 5 of the 7 criteria, including Article 11 Technical Documentation, while ZipRecruiter leads 2, including Data Governance Disclosure. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — eSkill 48, ZipRecruiter 40 — and at a 20% weight it carries 61% of the weighted advantage eSkill holds across the 5 criteria on that side of the table.
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.
Vendor profile
ZipRecruiter
ZipRecruiter is an online employment marketplace whose AI matching engine sends employers' job postings out, alerts matched job seekers and invites them to apply, and labels and ranks applicants (for example as 'Great Match') in the employer's candidate dashboard.
§ The record
eSkill is filed under Assessment AI, ZipRecruiter under Candidate sourcing AI. They record no secondary category in common.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act and Colorado AI Act. Only eSkill is in scope of Mobley v. Workday.
| Record | eSkill | ZipRecruiter |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2003 | 2010 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 41% of the movement so far
Article 11 Technical Documentation
eSkill 48 · ZipRecruiter 40
1.6 weighted points to eSkill
15% weight · 61% of the movement so far
Data Governance Disclosure
eSkill 47 · ZipRecruiter 52
0.8 weighted points to ZipRecruiter
12% weight · 73% of the movement so far
Post-Market Monitoring
eSkill 36 · ZipRecruiter 40
0.5 weighted points to ZipRecruiter
15% weight · 85% of the movement so far
FRIA Support
eSkill 30 · ZipRecruiter 27
0.4 weighted points to eSkill
12% weight · 91% of the movement so far
Human Oversight Design
eSkill 57 · ZipRecruiter 55
0.2 weighted points to eSkill
18% weight · 96% of the movement so far
Bias Audit Transparency
eSkill 25 · ZipRecruiter 24
0.2 weighted points to eSkill
8% weight · 100% of the movement so far
Customer Documentation
eSkill 56 · ZipRecruiter 54
0.2 weighted points to eSkill
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +1.4 — the difference between the two totals before either is rounded. Shares are of 3.9 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +1 beside that +1.4.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is eSkill minus ZipRecruiter.
| Category | Weight | eSkill | ZipRecruiter | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 48 | 40 | +8 | +1.6 |
| Bias Audit Transparency | 18% | 25 | 24 | +1 | +0.2 |
| FRIA Support | 15% | 30 | 27 | +3 | +0.4 |
| Data Governance Disclosure | 15% | 47 | 52 | -5 | -0.8 |
| Human Oversight Design | 12% | 57 | 55 | +2 | +0.2 |
| Post-Market Monitoring | 12% | 36 | 40 | -4 | -0.5 |
| Customer Documentation | 8% | 56 | 54 | +2 | +0.2 |
| Total | 100% | 41 (F) | 40 (F) | +1 | +1.4 |
§ 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 | eSkill | ZipRecruiter | ||||
|---|---|---|---|---|---|---|---|
| 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 | 5 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 2 | 1 | Sources on a separate domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 5 | 0 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 24 | 6 | Sources on the vendor's own domainSources on a separate domain | 28 | 5 | Sources on the vendor's own domainSources on a separate domain |
eSkill has 30 evidence rows across 7 of 7 criteria — 24 with a source URL, 6 documented absences; ZipRecruiter has 33 evidence rows across 7 of 7 criteria — 28 with a source URL, 5 documented absences; some documentation or audit rows for eSkill and ZipRecruiter sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 63 evidence rows on file for these two vendors: 30 for eSkill, across 2 distinct source domains, and 33 for ZipRecruiter, across 6 distinct source domains.
- Rubric
- v1.0
- eSkill last reviewed
- September 25, 2026 · HireAIScore editorial team
- ZipRecruiter 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