§ The result
Jobma leads SeekOut on 6 of the 7 criteria.
Jobma finishes 15 points clear of SeekOut under rubric v1.0 — 49 against 34 — across the Video interview and Sourcing cohorts. Jobma leads 6 of the 7 criteria and the remaining criterion is level, so SeekOut is ahead on none of them; the closest of the 6 Jobma leads is FRIA Support, Jobma 35 to SeekOut 25. The widest raw gap and the heaviest weighted swing fall on different criteria: Customer Documentation (Jobma 62, SeekOut 35) and Article 11 Technical Documentation at 20% (Jobma 55, SeekOut 35), the second being 27% of the weighted advantage Jobma holds across the 6 criteria on that side of the table.
Vendor profile
Jobma
AI video interviewing platform offering one-way (pre-recorded), live, and agentic AI interviews with automated transcription and AI scoring of candidate video, audio, and written responses as recruiter decision-support.
Vendor profile
SeekOut
Sourcing platform aggregating public profile data into a searchable talent index, with AI-assisted candidate matching and outreach.
§ The record
Jobma is filed under Video interview AI, SeekOut under Candidate sourcing AI. They record no secondary category in common.
Both are in scope of NYC LL 144, EU AI Act and Colorado AI Act. Only Jobma is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | Jobma | SeekOut |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | US |
| Founded | 2012 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 27% of the movement so far
Article 11 Technical Documentation
Jobma 55 · SeekOut 35
4.0 weighted points to Jobma
15% weight · 48% of the movement so far
Data Governance Disclosure
Jobma 56 · SeekOut 35
3.1 weighted points to Jobma
12% weight · 63% of the movement so far
Post-Market Monitoring
Jobma 44 · SeekOut 25
2.3 weighted points to Jobma
8% weight · 78% of the movement so far
Customer Documentation
Jobma 62 · SeekOut 35
2.2 weighted points to Jobma
12% weight · 90% of the movement so far
Human Oversight Design
Jobma 60 · SeekOut 45
1.8 weighted points to Jobma
15% weight · 100% of the movement so far
FRIA Support
Jobma 35 · SeekOut 25
1.5 weighted points to Jobma
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +14.9 — the difference between the two totals before either is rounded. Shares are of 14.9 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +15 beside that +14.9.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Jobma minus SeekOut.
| Category | Weight | Jobma | SeekOut | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 55 | 35 | +20 | +4.0 |
| Bias Audit Transparency | 18% | 40 | 40 | - | - |
| FRIA Support | 15% | 35 | 25 | +10 | +1.5 |
| Data Governance Disclosure | 15% | 56 | 35 | +21 | +3.1 |
| Human Oversight Design | 12% | 60 | 45 | +15 | +1.8 |
| Post-Market Monitoring | 12% | 44 | 25 | +19 | +2.3 |
| Customer Documentation | 8% | 62 | 35 | +27 | +2.2 |
| Total | 100% | 49 (F) | 34 (F) | +15 | +14.9 |
§ 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 | Jobma | SeekOut | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 1 | 1 | — | 1 | 1 | — |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 0 | 1 | — |
| Data Governance Disclosure | 15% | 2 | 1 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 0 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 0 | Sources on the vendor's own domain | 0 | 1 | — |
| Customer Documentation | 8% | 4 | 0 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 17 | 4 | Sources on the vendor's own domain | 5 | 4 | Sources on the vendor's own domain |
Jobma has 21 evidence rows across 7 of 7 criteria — 17 with a source URL, 4 documented absences; SeekOut has 9 evidence rows across 7 of 7 criteria — 5 with a source URL, 4 documented absences.
Provenance
The scores above are documented by 30 evidence rows on file for these two vendors: 21 for Jobma, across 1 distinct source domain, and 9 for SeekOut, across 1 distinct source domain.
- Rubric
- v1.0
- Jobma last reviewed
- July 17, 2026 · HireAIScore editorial team
- SeekOut last reviewed
- May 21, 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