§ The result
Zoho Recruit leads Fetcher by 5 points.
Zoho Recruit scores 42 and Fetcher 37 under rubric v1.0, a 5-point gap across the ATS-integrated and Sourcing cohorts. Zoho Recruit leads 4 of the 7 criteria, including Article 11 Technical Documentation, while Fetcher leads 2, including Bias Audit Transparency, and 1 is level. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Fetcher 27, Zoho Recruit 45 — and at a 20% weight it carries 67% of the weighted advantage Zoho Recruit holds across the 4 criteria on that side of the table.
Vendor profile
Fetcher
AI-powered candidate sourcing and outbound recruiting platform that automates passive and active talent sourcing, personalized email outreach, and inbound applicant screening for corporate recruiting teams.
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
Fetcher 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 | Fetcher | Zoho Recruit |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | US | IN |
| Founded | 2014 | 1996 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 57% of the movement so far
Article 11 Technical Documentation
Fetcher 27 · Zoho Recruit 45
3.6 weighted points to Zoho Recruit
15% weight · 69% of the movement so far
FRIA Support
Fetcher 25 · Zoho Recruit 30
0.8 weighted points to Zoho Recruit
18% weight · 80% of the movement so far
Bias Audit Transparency
Fetcher 28 · Zoho Recruit 24
0.7 weighted points to Fetcher
12% weight · 90% of the movement so far
Post-Market Monitoring
Fetcher 35 · Zoho Recruit 40
0.6 weighted points to Zoho Recruit
8% weight · 96% of the movement so far
Customer Documentation
Fetcher 55 · Zoho Recruit 60
0.4 weighted points to Zoho Recruit
12% weight · 100% of the movement so far
Human Oversight Design
Fetcher 52 · Zoho Recruit 50
0.2 weighted points to Fetcher
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -4.4 — the difference between the two totals before either is rounded. Shares are of 6.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -5 beside that -4.4.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Fetcher minus Zoho Recruit.
| Category | Weight | Fetcher | Zoho Recruit | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 27 | 45 | -18 | -3.6 |
| Bias Audit Transparency | 18% | 28 | 24 | +4 | +0.7 |
| FRIA Support | 15% | 25 | 30 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 55 | 55 | - | - |
| Human Oversight Design | 12% | 52 | 50 | +2 | +0.2 |
| Post-Market Monitoring | 12% | 35 | 40 | -5 | -0.6 |
| Customer Documentation | 8% | 55 | 60 | -5 | -0.4 |
| Total | 100% | 37 (F) | 42 (F) | -5 | -4.4 |
§ 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 | Fetcher | 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% | 1 | 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% | 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% | 2 | 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% | 13 | 6 | Sources on the vendor's own domain | 10 | 7 | Audit reportSources on the vendor's own domain |
Fetcher has 19 evidence rows across 7 of 7 criteria — 13 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 36 evidence rows on file for these two vendors: 19 for Fetcher, across 1 distinct source domain, and 17 for Zoho Recruit, across 1 distinct source domain.
- Rubric
- v1.0
- Fetcher last reviewed
- July 17, 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