Side-by-side · Rubric v1.0
Gloat 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.
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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
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 Gloat minus Willo.
| Category | Weight | Gloat | Willo | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 48 | 38 | +10 |
| Bias Audit Transparency | 18% | 38 | 30 | +8 |
| FRIA Support | 15% | 28 | 25 | +3 |
| Data Governance Disclosure | 15% | 58 | 53 | +5 |
| Human Oversight Design | 12% | 62 | 62 | — |
| Post-Market Monitoring | 12% | 42 | 36 | +6 |
| Customer Documentation | 8% | 62 | 54 | +8 |
| Total | 100% | 47 (F) | 41 (F) | +6 |
§ Evidence summary
Evidence count
Gloat
29 rows across 7 categories
- documentation
- 18
- absence
- 8
- public statement
- 2
- audit report
- 1
Evidence count
Willo
14 rows across 7 categories
- documentation
- 8
- absence
- 5
- public statement
- 1