§ The result
Zoho Recruit leads Zappyhire by 8 points.
Zoho Recruit scores 42 and Zappyhire 34 under rubric v1.0, an 8-point gap across the ATS-integrated and Screening cohorts. Zoho Recruit leads 5 of the 7 criteria, including Article 11 Technical Documentation, while Zappyhire leads 1, including Bias Audit Transparency, and 1 is level. Article 11 Technical Documentation is the widest raw gap and the heaviest weighted swing at once (Zappyhire 30, Zoho Recruit 45, 20% weight), but it accounts for only 36% of the weighted advantage Zoho Recruit holds across the 5 criteria on that side of the table.
Vendor profile
Zappyhire
Zappyhire is an AI-powered recruitment automation platform that screens and ranks candidates through resume parsing, a recruiting chatbot, AI assessments, and robotic video interviews, layered on an applicant tracking system.
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
Zappyhire is filed under Screening AI, Zoho Recruit under ATS-integrated AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act, Illinois HB 3773 and Mobley v. Workday.
| Record | Zappyhire | Zoho Recruit |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | IN | IN |
| Founded | 2018 | 1996 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 33% of the movement so far
Article 11 Technical Documentation
Zappyhire 30 · Zoho Recruit 45
3.0 weighted points to Zoho Recruit
15% weight · 55% of the movement so far
Data Governance Disclosure
Zappyhire 42 · Zoho Recruit 55
1.9 weighted points to Zoho Recruit
12% weight · 71% of the movement so far
Post-Market Monitoring
Zappyhire 28 · Zoho Recruit 40
1.4 weighted points to Zoho Recruit
8% weight · 84% of the movement so far
Customer Documentation
Zappyhire 45 · Zoho Recruit 60
1.2 weighted points to Zoho Recruit
15% weight · 92% of the movement so far
FRIA Support
Zappyhire 25 · Zoho Recruit 30
0.8 weighted points to Zoho Recruit
18% weight · 100% of the movement so far
Bias Audit Transparency
Zappyhire 28 · Zoho Recruit 24
0.7 weighted points to Zappyhire
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -7.6 — the difference between the two totals before either is rounded. Shares are of 9.1 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -8 beside that -7.6.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Zappyhire minus Zoho Recruit.
| Category | Weight | Zappyhire | Zoho Recruit | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 45 | -15 | -3.0 |
| Bias Audit Transparency | 18% | 28 | 24 | +4 | +0.7 |
| FRIA Support | 15% | 25 | 30 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 42 | 55 | -13 | -1.9 |
| Human Oversight Design | 12% | 50 | 50 | - | - |
| Post-Market Monitoring | 12% | 28 | 40 | -12 | -1.4 |
| Customer Documentation | 8% | 45 | 60 | -15 | -1.2 |
| Total | 100% | 34 (F) | 42 (F) | -8 | -7.6 |
§ 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 | Zappyhire | Zoho Recruit | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 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 a separate domain | 1 | 1 | — |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 3 | 0 | Sources on the vendor's own domain | 2 | 1 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 12 | 6 | Audit reportSources on the vendor's own domainSources on a separate domain | 10 | 7 | Audit reportSources on the vendor's own domain |
Zappyhire has 18 evidence rows across 7 of 7 criteria — 12 with a source URL, 6 documented absences; Zoho Recruit has 17 evidence rows across 7 of 7 criteria — 10 with a source URL, 7 documented absences; some documentation or audit rows for Zappyhire sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 35 evidence rows on file for these two vendors: 18 for Zappyhire, across 2 distinct source domains, and 17 for Zoho Recruit, across 1 distinct source domain.
- Rubric
- v1.0
- Zappyhire 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