§ The result
Prevue HR leads Zappyhire on all 7 criteria.
Prevue HR, filed under Assessment, comes out 10 points above Zappyhire, filed under Screening: 44 against 34 under rubric v1.0. Prevue HR takes all 7 criteria from Zappyhire without a 20-point raw gap on any of them; the closest is FRIA Support, Prevue HR 27 to Zappyhire 25. The widest raw gap and the heaviest weighted swing fall on different criteria: Bias Audit Transparency (Prevue HR 44, Zappyhire 28) and Article 11 Technical Documentation at 20% (Prevue HR 45, Zappyhire 30), the second being 30% of the weighted advantage Prevue HR holds across the 7 criteria on that side of the table.
Vendor profile
Prevue HR
Prevue HR's psychometric platform tests candidates' aptitude, personality and motivations and compares the results with a custom role benchmark to produce a percentage Job Suitability score and Job-Fit report, alongside an optional applicant tracking system (APS Pro).
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.
§ The record
Prevue HR is filed under Assessment AI, Zappyhire under Screening AI. They also share 1 secondary category: ATS-integrated.
Both are in scope of NYC LL 144, EU AI Act, Colorado AI Act, Illinois HB 3773 and Mobley v. Workday.
| Record | Prevue HR | Zappyhire |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | CA | IN |
| Founded | 1994 | 2018 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 30% of the movement so far
Article 11 Technical Documentation
Prevue HR 45 · Zappyhire 30
3.0 weighted points to Prevue HR
18% weight · 59% of the movement so far
Bias Audit Transparency
Prevue HR 44 · Zappyhire 28
2.9 weighted points to Prevue HR
12% weight · 73% of the movement so far
Post-Market Monitoring
Prevue HR 40 · Zappyhire 28
1.4 weighted points to Prevue HR
8% weight · 83% of the movement so far
Customer Documentation
Prevue HR 58 · Zappyhire 45
1.0 weighted points to Prevue HR
15% weight · 92% of the movement so far
Data Governance Disclosure
Prevue HR 48 · Zappyhire 42
0.9 weighted points to Prevue HR
12% weight · 97% of the movement so far
Human Oversight Design
Prevue HR 54 · Zappyhire 50
0.5 weighted points to Prevue HR
15% weight · 100% of the movement so far
FRIA Support
Prevue HR 27 · Zappyhire 25
0.3 weighted points to Prevue HR
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +10.0 — the difference between the two totals before either is rounded. Shares are of 10.0 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +10 beside that +10.0.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Prevue HR minus Zappyhire.
| Category | Weight | Prevue HR | Zappyhire | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 45 | 30 | +15 | +3.0 |
| Bias Audit Transparency | 18% | 44 | 28 | +16 | +2.9 |
| FRIA Support | 15% | 27 | 25 | +2 | +0.3 |
| Data Governance Disclosure | 15% | 48 | 42 | +6 | +0.9 |
| Human Oversight Design | 12% | 54 | 50 | +4 | +0.5 |
| Post-Market Monitoring | 12% | 40 | 28 | +12 | +1.4 |
| Customer Documentation | 8% | 58 | 45 | +13 | +1.0 |
| Total | 100% | 44 (F) | 34 (F) | +10 | +10.0 |
§ 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 | Prevue HR | Zappyhire | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | — | 2 | 1 | Audit reportSources on a separate domain |
| FRIA Support | 15% | 2 | 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 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 0 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 28 | 6 | Sources on the vendor's own domainSources on a separate domain | 12 | 6 | Audit reportSources on the vendor's own domainSources on a separate domain |
Prevue HR has 34 evidence rows across 7 of 7 criteria — 28 with a source URL, 6 documented absences; Zappyhire has 18 evidence rows across 7 of 7 criteria — 12 with a source URL, 6 documented absences; some documentation or audit rows for Prevue HR and Zappyhire sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 52 evidence rows on file for these two vendors: 34 for Prevue HR, across 2 distinct source domains, and 18 for Zappyhire, across 2 distinct source domains.
- Rubric
- v1.0
- Prevue HR last reviewed
- September 25, 2026 · HireAIScore editorial team
- Zappyhire last reviewed
- June 7, 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