Side-by-side · Rubric v1.0
Gloat vs Juicebox (PeopleGPT)
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
Gloat
Gloat is an AI-powered internal talent marketplace and "agentic HR" platform that matches an employer's existing employees to internal job openings, gigs, projects, mentorships, and learning based on inferred skills and career goals.
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.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Gloat minus Juicebox (PeopleGPT).
| Category | Weight | Gloat | Juicebox (PeopleGPT) | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 48 | 52 | -4 |
| Bias Audit Transparency | 18% | 38 | 84 | -46 |
| FRIA Support | 15% | 28 | 35 | -7 |
| Data Governance Disclosure | 15% | 58 | 56 | +2 |
| Human Oversight Design | 12% | 62 | 50 | +12 |
| Post-Market Monitoring | 12% | 42 | 55 | -13 |
| Customer Documentation | 8% | 62 | 60 | +2 |
| Total | 100% | 47 (F) | 57 (F) | -10 |
§ Evidence summary
Evidence count
Gloat
29 rows across 7 categories
- documentation
- 18
- absence
- 8
- public statement
- 2
- audit report
- 1
Evidence count
Juicebox (PeopleGPT)
16 rows across 7 categories
- documentation
- 8
- absence
- 4
- audit report
- 3
- public statement
- 1