§ The result
Zoho Recruit leads Recruiterflow by 6 points.
Inside the ATS-integrated cohort, rubric v1.0 puts Zoho Recruit on 42 and Recruiterflow on 36, 6 points apart. The 7 criteria split 5 to 1 in favour of Zoho Recruit, with 1 level: Zoho Recruit is ahead on Article 11 Technical Documentation and Recruiterflow on Human Oversight Design. The advantage Zoho Recruit holds is spread out: Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing (Recruiterflow 33, Zoho Recruit 45, 20% weight), yet it supplies only 38% of the weighted points Zoho Recruit gains across the 5 criteria it leads.
Vendor profile
Recruiterflow
Recruiterflow is an ATS and CRM for recruiting agencies and executive search firms. Its AIRA AI layer ranks candidates already in a firm's database against each job with an explainable 0–100 Criteria Score (AIRA Matchmaker, shown as the 'AI Matches' card), and adds natural-language candidate search, external profile sourcing and an AI call notetaker that fills in interview scorecards.
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
Recruiterflow and Zoho Recruit are both filed under ATS-integrated AI. They also share 1 secondary category: Sourcing.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only Zoho Recruit is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | Recruiterflow | Zoho Recruit |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | US | IN |
| Founded | 2017 | 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
Recruiterflow 33 · Zoho Recruit 45
2.4 weighted points to Zoho Recruit
15% weight · 56% of the movement so far
Data Governance Disclosure
Recruiterflow 44 · Zoho Recruit 55
1.6 weighted points to Zoho Recruit
18% weight · 71% of the movement so far
Bias Audit Transparency
Recruiterflow 18 · Zoho Recruit 24
1.1 weighted points to Zoho Recruit
12% weight · 84% of the movement so far
Human Oversight Design
Recruiterflow 58 · Zoho Recruit 50
1.0 weighted points to Recruiterflow
12% weight · 96% of the movement so far
Post-Market Monitoring
Recruiterflow 33 · Zoho Recruit 40
0.8 weighted points to Zoho Recruit
8% weight · 100% of the movement so far
Customer Documentation
Recruiterflow 56 · Zoho Recruit 60
0.3 weighted points to Zoho Recruit
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -5.3 — the difference between the two totals before either is rounded. Shares are of 7.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -6 beside that -5.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Recruiterflow minus Zoho Recruit.
| Category | Weight | Recruiterflow | Zoho Recruit | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 33 | 45 | -12 | -2.4 |
| Bias Audit Transparency | 18% | 18 | 24 | -6 | -1.1 |
| FRIA Support | 15% | 30 | 30 | - | - |
| Data Governance Disclosure | 15% | 44 | 55 | -11 | -1.6 |
| Human Oversight Design | 12% | 58 | 50 | +8 | +1.0 |
| Post-Market Monitoring | 12% | 33 | 40 | -7 | -0.8 |
| Customer Documentation | 8% | 56 | 60 | -4 | -0.3 |
| Total | 100% | 36 (F) | 42 (F) | -6 | -5.3 |
§ 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 | Recruiterflow | 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% | 3 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domain | 2 | 1 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 7 | 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% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 25 | 6 | Sources on the vendor's own domain | 10 | 7 | Audit reportSources on the vendor's own domain |
Recruiterflow has 31 evidence rows across 7 of 7 criteria — 25 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.
Provenance
The scores above are documented by 48 evidence rows on file for these two vendors: 31 for Recruiterflow, across 1 distinct source domain, and 17 for Zoho Recruit, across 1 distinct source domain.
- Rubric
- v1.0
- Recruiterflow 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