Side-by-side · Rubric v1.0
impress.ai vs SmartRecruiters
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
SmartRecruiters
SmartRecruiters is an enterprise applicant tracking system and talent acquisition suite whose AI layer (the Winston assistant plus SmartAssistant/Winston Match) screens, ranks, and matches candidates to requisitions to support recruiter decisions.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is impress.ai minus SmartRecruiters.
| Category | Weight | impress.ai | SmartRecruiters | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 35 | 70 | -35 |
| Bias Audit Transparency | 18% | 22 | 78 | -56 |
| FRIA Support | 15% | 25 | 45 | -20 |
| Data Governance Disclosure | 15% | 55 | 62 | -7 |
| Human Oversight Design | 12% | 52 | 62 | -10 |
| Post-Market Monitoring | 12% | 32 | 48 | -16 |
| Customer Documentation | 8% | 58 | 63 | -5 |
| Total | 100% | 38 (F) | 62 (D) | -24 |
§ Evidence summary
Evidence count
impress.ai
25 rows across 7 categories
- documentation
- 17
- public statement
- 1
- absence
- 7
Evidence count
SmartRecruiters
13 rows across 7 categories
- documentation
- 5
- public statement
- 3
- audit report
- 3
- absence
- 2