§ The result
Jobylon leads SeekOut by 14 points.
Jobylon sits 14 points above SeekOut under rubric v1.0 — 48 against 34 — with Jobylon filed under ATS-integrated and SeekOut under Sourcing. The 7 criteria split 6 to 1 in favour of Jobylon: Jobylon is ahead on Article 11 Technical Documentation and SeekOut on Bias Audit Transparency. Customer Documentation is the widest raw gap (Jobylon 60, SeekOut 35) but not the heaviest weighted swing, which is Article 11 Technical Documentation at 20% (Jobylon 55, SeekOut 35), 26% of the weighted advantage Jobylon builds across the 6 criteria it leads.
Vendor profile
Jobylon
Jobylon is a Stockholm-based applicant tracking system and talent CRM for enterprise employers whose optional AI features score each applicant's CV against the job description, suggest existing candidates for other open roles, draft job ads and screening questions, and run candidate screening and interview scheduling over WhatsApp, SMS and email.
Vendor profile
SeekOut
Sourcing platform aggregating public profile data into a searchable talent index, with AI-assisted candidate matching and outreach.
§ The record
Jobylon is filed under ATS-integrated AI, SeekOut under Candidate sourcing AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only Jobylon is in scope of Illinois HB 3773.
| Record | Jobylon | SeekOut |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | SE | US |
| Founded | 2011 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 23% of the movement so far
Article 11 Technical Documentation
Jobylon 55 · SeekOut 35
4.0 weighted points to Jobylon
15% weight · 43% of the movement so far
Data Governance Disclosure
Jobylon 58 · SeekOut 35
3.4 weighted points to Jobylon
12% weight · 56% of the movement so far
Post-Market Monitoring
Jobylon 45 · SeekOut 25
2.4 weighted points to Jobylon
18% weight · 69% of the movement so far
Bias Audit Transparency
Jobylon 28 · SeekOut 40
2.2 weighted points to SeekOut
8% weight · 80% of the movement so far
Customer Documentation
Jobylon 60 · SeekOut 35
2.0 weighted points to Jobylon
12% weight · 91% of the movement so far
Human Oversight Design
Jobylon 60 · SeekOut 45
1.8 weighted points to Jobylon
15% weight · 100% of the movement so far
FRIA Support
Jobylon 36 · SeekOut 25
1.6 weighted points to Jobylon
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +13.1 — the difference between the two totals before either is rounded. Shares are of 17.5 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 +13.1.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Jobylon minus SeekOut.
| Category | Weight | Jobylon | SeekOut | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 55 | 35 | +20 | +4.0 |
| Bias Audit Transparency | 18% | 28 | 40 | -12 | -2.2 |
| FRIA Support | 15% | 36 | 25 | +11 | +1.6 |
| Data Governance Disclosure | 15% | 58 | 35 | +23 | +3.4 |
| Human Oversight Design | 12% | 60 | 45 | +15 | +1.8 |
| Post-Market Monitoring | 12% | 45 | 25 | +20 | +2.4 |
| Customer Documentation | 8% | 60 | 35 | +25 | +2.0 |
| Total | 100% | 48 (F) | 34 (F) | +14 | +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 | Jobylon | 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% | 3 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 0 | 1 | — |
| Data Governance Disclosure | 15% | 5 | 0 | Audit reportSources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 5 | 0 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domain | 0 | 1 | — |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 28 | 5 | Audit reportSources on the vendor's own domain | 5 | 4 | Sources on the vendor's own domain |
Jobylon has 33 evidence rows across 7 of 7 criteria — 28 with a source URL, 5 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 42 evidence rows on file for these two vendors: 33 for Jobylon, across 1 distinct source domain, and 9 for SeekOut, across 1 distinct source domain.
- Rubric
- v1.0
- Jobylon last reviewed
- September 25, 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