Side-by-side · Rubric v1.0
impress.ai vs Mercor
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
Mercor
Mercor is an AI talent platform that runs automated 20-minute AI video interviews and semantic resume/profile matching to vet, score, and place candidates and expert contractors, and offers an enterprise applicant-screening product that scores employers' applicant pools against role rubrics with pass/fail recommendations.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is impress.ai minus Mercor.
| Category | Weight | impress.ai | Mercor | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 35 | 22 | +13 |
| Bias Audit Transparency | 18% | 22 | 10 | +12 |
| FRIA Support | 15% | 25 | 20 | +5 |
| Data Governance Disclosure | 15% | 55 | 22 | +33 |
| Human Oversight Design | 12% | 52 | 42 | +10 |
| Post-Market Monitoring | 12% | 32 | 20 | +12 |
| Customer Documentation | 8% | 58 | 40 | +18 |
| Total | 100% | 38 (F) | 23 (F) | +15 |
§ Evidence summary
Evidence count
impress.ai
25 rows across 7 categories
- documentation
- 17
- public statement
- 1
- absence
- 7
Evidence count
Mercor
16 rows across 7 categories
- documentation
- 5
- absence
- 8
- public statement
- 3