Side-by-side · Rubric v1.0
Spark Hire 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.
Vendor profile
Spark Hire
Spark Hire is a hiring platform combining one-way (async) and live video interviewing with an applicant tracking system (via its Comeet acquisition), and adds AI features that score and rank candidates' resumes and one-way video responses to help recruiters prioritize submissions.
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 Spark Hire minus Willo.
| Category | Weight | Spark Hire | Willo | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 38 | +20 |
| Bias Audit Transparency | 18% | 62 | 30 | +32 |
| FRIA Support | 15% | 30 | 25 | +5 |
| Data Governance Disclosure | 15% | 60 | 53 | +7 |
| Human Oversight Design | 12% | 62 | 62 | — |
| Post-Market Monitoring | 12% | 38 | 36 | +2 |
| Customer Documentation | 8% | 64 | 54 | +10 |
| Total | 100% | 53 (F) | 41 (F) | +12 |
§ Evidence summary
Evidence count
Spark Hire
20 rows across 7 categories
- documentation
- 10
- absence
- 4
- audit report
- 1
- public statement
- 5
Evidence count
Willo
14 rows across 7 categories
- documentation
- 8
- absence
- 5
- public statement
- 1