§ The result
VidCruiter leads SeekOut by 14 points.
VidCruiter sits 14 points above SeekOut under rubric v1.0 — 48 against 34 — with VidCruiter filed under Video interview and SeekOut under Sourcing. VidCruiter leads 6 of the 7 criteria, including Article 11 Technical Documentation, while SeekOut leads 1, including Bias Audit Transparency. The widest raw gap and the heaviest weighted swing fall on different criteria: Customer Documentation (SeekOut 35, VidCruiter 60) and Article 11 Technical Documentation at 20% (SeekOut 35, VidCruiter 58), the second being 33% of the weighted advantage VidCruiter holds across the 6 criteria on that side of the table.
Vendor profile
SeekOut
Sourcing platform aggregating public profile data into a searchable talent index, with AI-assisted candidate matching and outreach.
Vendor profile
VidCruiter
VidCruiter is an enterprise recruitment platform combining live and pre-recorded video interviewing, structured interview workflows, automated scheduling, skills testing, automated reference checks, and AI features such as transcript-based AI Interview Scoring, AI Interview Notes, and AI fraud detection.
§ The record
SeekOut is filed under Candidate sourcing AI, VidCruiter under Video interview AI. They record no secondary category in common.
Both are in scope of EU AI Act, Colorado AI Act and NYC LL 144. Only VidCruiter is in scope of Mobley v. Workday and Illinois HB 3773.
| Record | SeekOut | VidCruiter |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | US | CA |
| Founded | 2017 | 2012 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 32% of the movement so far
Article 11 Technical Documentation
SeekOut 35 · VidCruiter 58
4.6 weighted points to VidCruiter
15% weight · 55% of the movement so far
Data Governance Disclosure
SeekOut 35 · VidCruiter 56
3.1 weighted points to VidCruiter
12% weight · 69% of the movement so far
Human Oversight Design
SeekOut 45 · VidCruiter 62
2.0 weighted points to VidCruiter
8% weight · 83% of the movement so far
Customer Documentation
SeekOut 35 · VidCruiter 60
2.0 weighted points to VidCruiter
15% weight · 91% of the movement so far
FRIA Support
SeekOut 25 · VidCruiter 32
1.1 weighted points to VidCruiter
12% weight · 97% of the movement so far
Post-Market Monitoring
SeekOut 25 · VidCruiter 33
1.0 weighted points to VidCruiter
18% weight · 100% of the movement so far
Bias Audit Transparency
SeekOut 40 · VidCruiter 38
0.4 weighted points to SeekOut
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -13.4 — the difference between the two totals before either is rounded. Shares are of 14.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -14 beside that -13.4.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is SeekOut minus VidCruiter.
| Category | Weight | SeekOut | VidCruiter | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 35 | 58 | -23 | -4.6 |
| Bias Audit Transparency | 18% | 40 | 38 | +2 | +0.4 |
| FRIA Support | 15% | 25 | 32 | -7 | -1.1 |
| Data Governance Disclosure | 15% | 35 | 56 | -21 | -3.1 |
| Human Oversight Design | 12% | 45 | 62 | -17 | -2.0 |
| Post-Market Monitoring | 12% | 25 | 33 | -8 | -1.0 |
| Customer Documentation | 8% | 35 | 60 | -25 | -2.0 |
| Total | 100% | 34 (F) | 48 (F) | -14 | -13.4 |
§ 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 | SeekOut | VidCruiter | ||||
|---|---|---|---|---|---|---|---|
| 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% | 1 | 1 | — | 2 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 0 | 1 | — | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 1 | 0 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 1 | 0 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 0 | 1 | — | 1 | 1 | — |
| Customer Documentation | 8% | 1 | 0 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 5 | 4 | Sources on the vendor's own domain | 12 | 6 | Sources on the vendor's own domain |
SeekOut has 9 evidence rows across 7 of 7 criteria — 5 with a source URL, 4 documented absences; VidCruiter has 18 evidence rows across 7 of 7 criteria — 12 with a source URL, 6 documented absences.
Provenance
The scores above are documented by 27 evidence rows on file for these two vendors: 9 for SeekOut, across 1 distinct source domain, and 18 for VidCruiter, across 2 distinct source domains.
- Rubric
- v1.0
- SeekOut last reviewed
- May 21, 2026 · HireAIScore editorial team
- VidCruiter 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