Side-by-side · Rubric v1.0
Juicebox (PeopleGPT) vs Sapia.ai
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
Juicebox (PeopleGPT)
Juicebox (PeopleGPT) is an AI talent-sourcing search engine that lets recruiters find, rank, and reach candidates across 800M+ public profiles using natural-language queries instead of Boolean search, with an "Autopilot" agent that scores and ranks profiles against job criteria.
Vendor profile
Sapia.ai
Structured, text-based chat interview that scores candidates on personality (HEXACO) and competency traits — with no video, audio, or demographic data used.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Juicebox (PeopleGPT) minus Sapia.ai.
| Category | Weight | Juicebox (PeopleGPT) | Sapia.ai | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 70 | -18 |
| Bias Audit Transparency | 18% | 84 | 52 | +32 |
| FRIA Support | 15% | 35 | 35 | — |
| Data Governance Disclosure | 15% | 56 | 62 | -6 |
| Human Oversight Design | 12% | 50 | 62 | -12 |
| Post-Market Monitoring | 12% | 55 | 50 | +5 |
| Customer Documentation | 8% | 60 | 62 | -2 |
| Total | 100% | 57 (F) | 56 (F) | +1 |
§ Evidence summary
Evidence count
Juicebox (PeopleGPT)
16 rows across 7 categories
- documentation
- 8
- absence
- 4
- audit report
- 3
- public statement
- 1
Evidence count
Sapia.ai
20 rows across 7 categories
- documentation
- 14
- absence
- 4
- audit report
- 2