§ The result
Zoho Recruit leads Emi on all 7 criteria.
Zoho Recruit scores 42 and Emi 33 under rubric v1.0, a 9-point gap across the ATS-integrated and Screening cohorts. Zoho Recruit is ahead of Emi on all 7 criteria but on none of them by as much as 20 raw points, the closest being FRIA Support at Emi 25 to Zoho Recruit 30. Article 11 Technical Documentation is the widest raw gap and the heaviest weighted swing at once (Emi 28, Zoho Recruit 45, 20% weight), but it accounts for only 37% of the weighted advantage Zoho Recruit holds across the 7 criteria on that side of the table.
Vendor profile
Emi
Emi runs AI agents on WhatsApp, SMS and Messenger that screen and score frontline job applicants against employer-set criteria, schedule interviews, and collect hiring documents and check them against Mexican government databases.
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
Emi is filed under Screening AI, Zoho Recruit under ATS-integrated AI. They also share 1 secondary category: Sourcing.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773. Only Zoho Recruit is in scope of Mobley v. Workday.
| Record | Emi | Zoho Recruit |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | AR | IN |
| Founded | 2017 | 1996 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 37% of the movement so far
Article 11 Technical Documentation
Emi 28 · Zoho Recruit 45
3.4 weighted points to Zoho Recruit
15% weight · 55% of the movement so far
Data Governance Disclosure
Emi 44 · Zoho Recruit 55
1.6 weighted points to Zoho Recruit
18% weight · 67% of the movement so far
Bias Audit Transparency
Emi 18 · Zoho Recruit 24
1.1 weighted points to Zoho Recruit
8% weight · 77% of the movement so far
Customer Documentation
Emi 48 · Zoho Recruit 60
1.0 weighted points to Zoho Recruit
15% weight · 86% of the movement so far
FRIA Support
Emi 25 · Zoho Recruit 30
0.8 weighted points to Zoho Recruit
12% weight · 93% of the movement so far
Human Oversight Design
Emi 44 · Zoho Recruit 50
0.7 weighted points to Zoho Recruit
12% weight · 100% of the movement so far
Post-Market Monitoring
Emi 35 · Zoho Recruit 40
0.6 weighted points to Zoho Recruit
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -9.2 — 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 -9 beside that -9.2.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Emi minus Zoho Recruit.
| Category | Weight | Emi | Zoho Recruit | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 28 | 45 | -17 | -3.4 |
| Bias Audit Transparency | 18% | 18 | 24 | -6 | -1.1 |
| FRIA Support | 15% | 25 | 30 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 44 | 55 | -11 | -1.6 |
| Human Oversight Design | 12% | 44 | 50 | -6 | -0.7 |
| Post-Market Monitoring | 12% | 35 | 40 | -5 | -0.6 |
| Customer Documentation | 8% | 48 | 60 | -12 | -1.0 |
| Total | 100% | 33 (F) | 42 (F) | -9 | -9.2 |
§ 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 | Emi | Zoho Recruit | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | — | 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% | 5 | 1 | Sources on the vendor's own domain | 2 | 1 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on a separate domain | 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% | 19 | 7 | Sources on the vendor's own domainSources on a separate domain | 10 | 7 | Audit reportSources on the vendor's own domain |
Emi has 26 evidence rows across 7 of 7 criteria — 19 with a source URL, 7 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 Emi sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 43 evidence rows on file for these two vendors: 26 for Emi, across 3 distinct source domains, and 17 for Zoho Recruit, across 1 distinct source domain.
- Rubric
- v1.0
- Emi last reviewed
- September 25, 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