Side-by-side · Rubric v1.0
Ceipal vs Moonhub
Side-by-side scores and evidence under the HireAIScore rubric v1.0. Click a vendor name to jump to the full profile and the cited evidence behind each score.
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Ceipal
AI-powered applicant tracking and workforce-management platform for staffing firms that sources, matches, and ranks candidates on a 1-to-100 scale against job requirements.
Vendor profile
Moonhub
Moonhub is an AI recruiting platform whose agents (Qualify AI, Engage AI, Monitor AI) search, score, outreach to, and engage candidates across more than a billion public and proprietary profiles, working alongside human expert recruiters who vet candidates before presenting them.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Ceipal minus Moonhub.
| Category | Weight | Ceipal | Moonhub | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 30 | — |
| Bias Audit Transparency | 18% | 20 | 18 | +2 |
| FRIA Support | 15% | 25 | 25 | — |
| Data Governance Disclosure | 15% | 46 | 40 | +6 |
| Human Oversight Design | 12% | 46 | 48 | -2 |
| Post-Market Monitoring | 12% | 38 | 22 | +16 |
| Customer Documentation | 8% | 53 | 38 | +15 |
| Total | 100% | 35 (F) | 30 (F) | +5 |
§ Evidence summary
Evidence count
Ceipal
20 rows across 7 categories
- absence
- 7
- documentation
- 9
- public statement
- 4
Evidence count
Moonhub
13 rows across 7 categories
- documentation
- 3
- absence
- 7
- public statement
- 3