§ The result
Indeed leads Willo on all 7 criteria.
Under rubric v1.0, Indeed, filed under Sourcing, finishes on 50 and Willo, filed under Video interview, on 41, 9 points apart. Of the 7 criteria Willo wins none, and the narrowest lead Indeed holds is on Human Oversight Design, Indeed 63 to Willo 62. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Indeed 58, Willo 38 — and at a 20% weight it carries 42% of the weighted advantage Indeed holds across the 7 criteria on that side of the table.
Vendor profile
Indeed
Job marketplace whose employer-side AI (the Talent Scout agent, Sourcing Assistant, Smart Screening and candidate matching) sources, ranks and scores candidates from Indeed's profile pool and applicant flow and drafts outreach to 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.
§ The record
Indeed is filed under Candidate sourcing AI, Willo under Video interview AI. They also share 1 secondary category: Screening.
Both are in scope of EU AI Act, Colorado AI Act, NYC LL 144 and Illinois HB 3773. Only Willo is in scope of Mobley v. Workday.
| Record | Indeed | Willo |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | US | GB |
| Founded | 2004 | 2018 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 42% of the movement so far
Article 11 Technical Documentation
Indeed 58 · Willo 38
4.0 weighted points to Indeed
15% weight · 62% of the movement so far
FRIA Support
Indeed 38 · Willo 25
1.9 weighted points to Indeed
18% weight · 77% of the movement so far
Bias Audit Transparency
Indeed 38 · Willo 30
1.4 weighted points to Indeed
8% weight · 86% of the movement so far
Customer Documentation
Indeed 64 · Willo 54
0.8 weighted points to Indeed
15% weight · 94% of the movement so far
Data Governance Disclosure
Indeed 58 · Willo 53
0.8 weighted points to Indeed
12% weight · 99% of the movement so far
Post-Market Monitoring
Indeed 40 · Willo 36
0.5 weighted points to Indeed
12% weight · 100% of the movement so far
Human Oversight Design
Indeed 63 · Willo 62
0.1 weighted points to Indeed
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +9.5 — the difference between the two totals before either is rounded. Shares are of 9.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +9 beside that +9.5.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Indeed minus Willo.
| Category | Weight | Indeed | Willo | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 38 | +20 | +4.0 |
| Bias Audit Transparency | 18% | 38 | 30 | +8 | +1.4 |
| FRIA Support | 15% | 38 | 25 | +13 | +1.9 |
| Data Governance Disclosure | 15% | 58 | 53 | +5 | +0.8 |
| Human Oversight Design | 12% | 63 | 62 | +1 | +0.1 |
| Post-Market Monitoring | 12% | 40 | 36 | +4 | +0.5 |
| Customer Documentation | 8% | 64 | 54 | +10 | +0.8 |
| Total | 100% | 50 (F) | 41 (F) | +9 | +9.5 |
§ 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 | Indeed | Willo | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 5 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 4 | 2 | Sources on a separate domain | 1 | 1 | — |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 0 | 1 | — |
| Data Governance Disclosure | 15% | 6 | 0 | Sources on the vendor's own domainSources on a separate domain | 2 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 7 | 0 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domainSources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 7 | 0 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 36 | 5 | Sources on the vendor's own domainSources on a separate domain | 9 | 5 | Sources on the vendor's own domain |
Indeed has 40 evidence rows across 7 of 7 criteria — 36 with a source URL, 5 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 Indeed sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 54 evidence rows on file for these two vendors: 40 for Indeed, across 5 distinct source domains, and 14 for Willo, across 1 distinct source domain.
- Rubric
- v1.0
- Indeed last reviewed
- September 25, 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