Side-by-side · Rubric v1.0
Moonhub 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
Moonhub
Moonhub is an AI recruiting platform whose agents (Qualify AI, Engage AI, Monitor AI) search, score, outreach to, and engage candidates across more than a billion public and proprietary profiles, working alongside human expert recruiters who vet candidates before presenting them.
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 Moonhub minus Willo.
| Category | Weight | Moonhub | Willo | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 38 | -8 |
| Bias Audit Transparency | 18% | 18 | 30 | -12 |
| FRIA Support | 15% | 25 | 25 | — |
| Data Governance Disclosure | 15% | 40 | 53 | -13 |
| Human Oversight Design | 12% | 48 | 62 | -14 |
| Post-Market Monitoring | 12% | 22 | 36 | -14 |
| Customer Documentation | 8% | 38 | 54 | -16 |
| Total | 100% | 30 (F) | 41 (F) | -11 |
§ Evidence summary
Evidence count
Moonhub
13 rows across 7 categories
- documentation
- 3
- absence
- 7
- public statement
- 3
Evidence count
Willo
14 rows across 7 categories
- documentation
- 8
- absence
- 5
- public statement
- 1