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.
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