Side-by-side · Rubric v1.0
BrightHire 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
BrightHire
BrightHire is an interview intelligence platform that records, transcribes and analyzes hiring interviews into competency-structured notes and ATS scorecards, and additionally runs AI-led screening interviews (BrightHire Screen) that score and rank candidates against customer-defined rubrics.
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 BrightHire minus Willo.
| Category | Weight | BrightHire | Willo | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 38 | +14 |
| Bias Audit Transparency | 18% | 50 | 30 | +20 |
| FRIA Support | 15% | 36 | 25 | +11 |
| Data Governance Disclosure | 15% | 60 | 53 | +7 |
| Human Oversight Design | 12% | 60 | 62 | -2 |
| Post-Market Monitoring | 12% | 42 | 36 | +6 |
| Customer Documentation | 8% | 62 | 54 | +8 |
| Total | 100% | 51 (F) | 41 (F) | +10 |
§ Evidence summary
Evidence count
BrightHire
23 rows across 7 categories
- documentation
- 13
- absence
- 7
- public statement
- 2
- audit report
- 1
Evidence count
Willo
14 rows across 7 categories
- documentation
- 8
- absence
- 5
- public statement
- 1