Side-by-side · Rubric v1.0
impress.ai 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.
Export comparison (CSV)Pro→Vendor profile
impress.ai
impress.ai is a Singapore-headquartered recruitment automation platform that uses conversational AI assistants, resume parsing and scoring, and structured competency-based screening to filter, rank and shortlist job candidates, integrating with enterprise ATS systems.
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 impress.ai minus Moonhub.
| Category | Weight | impress.ai | Moonhub | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 35 | 30 | +5 |
| Bias Audit Transparency | 18% | 22 | 18 | +4 |
| FRIA Support | 15% | 25 | 25 | — |
| Data Governance Disclosure | 15% | 55 | 40 | +15 |
| Human Oversight Design | 12% | 52 | 48 | +4 |
| Post-Market Monitoring | 12% | 32 | 22 | +10 |
| Customer Documentation | 8% | 58 | 38 | +20 |
| Total | 100% | 38 (F) | 30 (F) | +8 |
§ Evidence summary
Evidence count
impress.ai
25 rows across 7 categories
- documentation
- 17
- public statement
- 1
- absence
- 7
Evidence count
Moonhub
13 rows across 7 categories
- documentation
- 3
- absence
- 7
- public statement
- 3