Side-by-side · Rubric v1.0
Manatal vs Willo
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
Manatal
Cloud-based applicant tracking system and recruitment CRM for agencies and HR teams, featuring an AI engine that scores and ranks candidates against job requirements and an asynchronous AI video Interviewer.
Vendor profile
Willo
Willo is a browser-based asynchronous (one-way) video interview platform that lets employers collect recorded video, audio, multiple-choice and written candidate responses, then uses AI to transcribe, summarize, rank candidates against employer-defined "Blueprint" criteria, and flag scripted or AI-generated answers.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Manatal minus Willo.
| Category | Weight | Manatal | Willo | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 33 | 38 | -5 |
| Bias Audit Transparency | 18% | 22 | 30 | -8 |
| FRIA Support | 15% | 33 | 25 | +8 |
| Data Governance Disclosure | 15% | 52 | 53 | -1 |
| Human Oversight Design | 12% | 60 | 62 | -2 |
| Post-Market Monitoring | 12% | 43 | 36 | +7 |
| Customer Documentation | 8% | 62 | 54 | +8 |
| Total | 100% | 41 (F) | 41 (F) | — |
§ Evidence summary
Evidence count
Manatal
20 rows across 7 categories
- documentation
- 12
- absence
- 5
- public statement
- 3
Evidence count
Willo
14 rows across 7 categories
- documentation
- 8
- absence
- 5
- public statement
- 1