§ The result
Vervoe takes the total, Zoho Recruit takes more of the criteria.
Vervoe (Assessment) edges Zoho Recruit (ATS-integrated) by 4 points under rubric v1.0, 46 to 42. Zoho Recruit leads more of the criteria than Vervoe — 3 to 2 — but Bias Audit Transparency, which Vervoe leads, carries 18% of the rubric, and the weighted sum still falls to Vervoe. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Vervoe 52, Zoho Recruit 24 — and at an 18% weight it carries 81% of the weighted advantage Vervoe holds across the 2 criteria on that side of the table.
Vendor profile
Vervoe
AI-powered skills-assessment platform that grades and ranks candidates on performance in role-specific, task-based assessments.
Vendor profile
Zoho Recruit
Zoho Recruit is a cloud-based applicant tracking and recruiting platform whose Zia AI assistant performs resume parsing, skills-based candidate-to-job matching, match scoring, sourcing, and AI-assisted screening and assessments.
§ The record
Vervoe is filed under Assessment AI, Zoho Recruit under ATS-integrated AI. They also share 1 secondary category: Screening.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act, Colorado AI Act and Mobley v. Workday.
| Record | Vervoe | Zoho Recruit |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | AU | IN |
| Founded | 2016 | 1996 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 59% of the movement so far
Bias Audit Transparency
Vervoe 52 · Zoho Recruit 24
5.0 weighted points to Vervoe
12% weight · 75% of the movement so far
Post-Market Monitoring
Vervoe 28 · Zoho Recruit 40
1.4 weighted points to Zoho Recruit
12% weight · 89% of the movement so far
Human Oversight Design
Vervoe 60 · Zoho Recruit 50
1.2 weighted points to Vervoe
15% weight · 98% of the movement so far
FRIA Support
Vervoe 25 · Zoho Recruit 30
0.8 weighted points to Zoho Recruit
8% weight · 100% of the movement so far
Customer Documentation
Vervoe 58 · Zoho Recruit 60
0.2 weighted points to Zoho Recruit
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to +3.9 — the difference between the two totals before either is rounded. Shares are of 8.6 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 +3.9.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Vervoe minus Zoho Recruit.
| Category | Weight | Vervoe | Zoho Recruit | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 45 | 45 | - | - |
| Bias Audit Transparency | 18% | 52 | 24 | +28 | +5.0 |
| FRIA Support | 15% | 25 | 30 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 55 | 55 | - | - |
| Human Oversight Design | 12% | 60 | 50 | +10 | +1.2 |
| Post-Market Monitoring | 12% | 28 | 40 | -12 | -1.4 |
| Customer Documentation | 8% | 58 | 60 | -2 | -0.2 |
| Total | 100% | 46 (F) | 42 (F) | +4 | +3.9 |
§ 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 | Vervoe | Zoho Recruit | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Audit reportSources on the vendor's own domain | 1 | 1 | — |
| FRIA Support | 15% | 0 | 1 | — | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 0 | Sources on the vendor's own domain | 2 | 1 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 0 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 1 | 1 | — | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 15 | 5 | Audit reportSources on the vendor's own domain | 10 | 7 | Audit reportSources on the vendor's own domain |
Vervoe has 20 evidence rows across 7 of 7 criteria — 15 with a source URL, 5 documented absences; Zoho Recruit has 17 evidence rows across 7 of 7 criteria — 10 with a source URL, 7 documented absences.
Provenance
The scores above are documented by 37 evidence rows on file for these two vendors: 20 for Vervoe, across 1 distinct source domain, and 17 for Zoho Recruit, across 1 distinct source domain.
- Rubric
- v1.0
- Vervoe last reviewed
- June 7, 2026 · HireAIScore editorial team
- Zoho Recruit last reviewed
- July 17, 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