§ The result
2 points separate Zoho Recruit and ZipRecruiter.
Zoho Recruit (ATS-integrated) edges ZipRecruiter (Sourcing) by 2 points under rubric v1.0, 42 to 40. The 7 criteria split 4 to 1 in favour of Zoho Recruit, with 2 level: Zoho Recruit is ahead on Article 11 Technical Documentation and ZipRecruiter on Human Oversight Design. Article 11 Technical Documentation, at 20%, is the heaviest weighted swing and goes to Zoho Recruit (ZipRecruiter 40, Zoho Recruit 45), 42% of the weighted advantage it holds, while the widest raw gap is Customer Documentation, ZipRecruiter 54 to Zoho Recruit 60.
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.
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
ZipRecruiter is filed under Candidate sourcing AI, Zoho Recruit under ATS-integrated AI. They also share 1 secondary category: Screening.
Both are in scope of EU AI Act, Colorado AI Act, NYC LL 144 and Illinois HB 3773. Only Zoho Recruit is in scope of Mobley v. Workday.
| Record | ZipRecruiter | Zoho Recruit |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | US | IN |
| Founded | 2010 | 1996 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 34% of the movement so far
Article 11 Technical Documentation
ZipRecruiter 40 · Zoho Recruit 45
1.0 weighted points to Zoho Recruit
12% weight · 54% of the movement so far
Human Oversight Design
ZipRecruiter 55 · Zoho Recruit 50
0.6 weighted points to ZipRecruiter
8% weight · 70% of the movement so far
Customer Documentation
ZipRecruiter 54 · Zoho Recruit 60
0.5 weighted points to Zoho Recruit
15% weight · 85% of the movement so far
FRIA Support
ZipRecruiter 27 · Zoho Recruit 30
0.4 weighted points to Zoho Recruit
15% weight · 100% of the movement so far
Data Governance Disclosure
ZipRecruiter 52 · Zoho Recruit 55
0.4 weighted points to Zoho Recruit
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to -1.8 — the difference between the two totals before either is rounded. Shares are of 3.0 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -2 beside that -1.8.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is ZipRecruiter minus Zoho Recruit.
| Category | Weight | ZipRecruiter | Zoho Recruit | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 40 | 45 | -5 | -1.0 |
| Bias Audit Transparency | 18% | 24 | 24 | - | - |
| FRIA Support | 15% | 27 | 30 | -3 | -0.4 |
| Data Governance Disclosure | 15% | 52 | 55 | -3 | -0.4 |
| Human Oversight Design | 12% | 55 | 50 | +5 | +0.6 |
| Post-Market Monitoring | 12% | 40 | 40 | - | - |
| Customer Documentation | 8% | 54 | 60 | -6 | -0.5 |
| Total | 100% | 40 (F) | 42 (F) | -2 | -1.8 |
§ 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 | ZipRecruiter | Zoho Recruit | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 5 | 1 | Sources on the vendor's own domainSources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 1 | 1 | — |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 0 | Sources on the vendor's own domainSources on a separate domain | 2 | 1 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 0 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 28 | 5 | Sources on the vendor's own domainSources on a separate domain | 10 | 7 | Audit reportSources on the vendor's own domain |
ZipRecruiter has 33 evidence rows across 7 of 7 criteria — 28 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; some documentation or audit rows for ZipRecruiter sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 50 evidence rows on file for these two vendors: 33 for ZipRecruiter, across 6 distinct source domains, and 17 for Zoho Recruit, across 1 distinct source domain.
- Rubric
- v1.0
- ZipRecruiter 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