§ The result
Metaview leads Willo by 13 points.
Metaview sits 13 points above Willo under rubric v1.0 — 54 against 41 — with Metaview filed under Screening and Willo under Video interview. Metaview leads 5 of the 7 criteria, including Bias Audit Transparency, while Willo leads 1, including Human Oversight Design, and 1 is level. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Metaview 80, Willo 30 — and at an 18% weight it carries 68% of the weighted advantage Metaview holds across the 5 criteria on that side of the table.
Vendor profile
Metaview
Metaview is an AI recruiting platform whose agents transcribe and summarize interviews into structured notes and scorecards, and whose Application Review feature screens and ranks inbound applicants against an auto-generated Ideal Candidate Profile with fit ratings.
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.
§ The record
Metaview is filed under Screening AI, Willo under Video interview AI. They also share 1 secondary category: Assessment.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act, Illinois HB 3773 and Mobley v. Workday.
| Record | Metaview | Willo |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | GB | GB |
| Founded | 2018 | 2018 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 66% of the movement so far
Bias Audit Transparency
Metaview 80 · Willo 30
9.0 weighted points to Metaview
12% weight · 77% of the movement so far
Post-Market Monitoring
Metaview 48 · Willo 36
1.4 weighted points to Metaview
15% weight · 86% of the movement so far
FRIA Support
Metaview 33 · Willo 25
1.2 weighted points to Metaview
15% weight · 94% of the movement so far
Data Governance Disclosure
Metaview 60 · Willo 53
1.1 weighted points to Metaview
8% weight · 98% of the movement so far
Customer Documentation
Metaview 62 · Willo 54
0.6 weighted points to Metaview
12% weight · 100% of the movement so far
Human Oversight Design
Metaview 60 · Willo 62
0.2 weighted points to Willo
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +13.1 — the difference between the two totals before either is rounded. Shares are of 13.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +13 beside that +13.1.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Metaview minus Willo.
| Category | Weight | Metaview | Willo | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 38 | 38 | - | - |
| Bias Audit Transparency | 18% | 80 | 30 | +50 | +9.0 |
| FRIA Support | 15% | 33 | 25 | +8 | +1.2 |
| Data Governance Disclosure | 15% | 60 | 53 | +7 | +1.1 |
| Human Oversight Design | 12% | 60 | 62 | -2 | -0.2 |
| Post-Market Monitoring | 12% | 48 | 36 | +12 | +1.4 |
| Customer Documentation | 8% | 62 | 54 | +8 | +0.6 |
| Total | 100% | 54 (F) | 41 (F) | +13 | +13.1 |
§ Evidence
Cited sources and documented absences, criterion by criterion.
An absence is a finding, not a blank: the reviewer looked for a named artefact and recorded that it is not located. Where a source sits is a fact about hosting only.
| Criterion | Weight | Metaview | Willo | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 0 | Audit reportSources on a separate domain | 1 | 1 | — |
| FRIA Support | 15% | 1 | 1 | — | 0 | 1 | — |
| Data Governance Disclosure | 15% | 3 | 0 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 0 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 0 | Audit reportSources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 13 | 3 | Audit reportSources on the vendor's own domainSources on a separate domain | 9 | 5 | Sources on the vendor's own domain |
Metaview has 16 evidence rows across 7 of 7 criteria — 13 with a source URL, 3 documented absences; Willo has 14 evidence rows across 7 of 7 criteria — 9 with a source URL, 5 documented absences; some documentation or audit rows for Metaview sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 30 evidence rows on file for these two vendors: 16 for Metaview, across 2 distinct source domains, and 14 for Willo, across 1 distinct source domain.
- Rubric
- v1.0
- Metaview last reviewed
- June 7, 2026 · HireAIScore editorial team
- Willo last reviewed
- June 7, 2026 · HireAIScore editorial team
HireAIScore scores are editorial research, not legal advice, and no vendor pays for placement, scoring or removal — see the methodology, conflicts policy and terms.
§ Where next