§ The result
Dayforce leads SeekOut on all 7 criteria.
Dayforce finishes 23 points clear of SeekOut under rubric v1.0 — 57 against 34 — across the ATS-integrated and Sourcing cohorts. Dayforce leads every one of the 7 criteria and 5 of them by 20 raw points or more, Article 11 Technical Documentation among them; SeekOut leads none. Article 11 Technical Documentation is the widest raw gap and the heaviest weighted swing at once (Dayforce 74, SeekOut 35, 20% weight), but it accounts for only 34% of the weighted advantage Dayforce holds across the 7 criteria on that side of the table.
Vendor profile
Dayforce
Dayforce is an enterprise human capital management platform whose Dayforce Recruiting module uses AI to assign letter grades to external job applicants, generate job descriptions, and automate screening and hiring workflows alongside HR, payroll, time, talent, and analytics.
Vendor profile
SeekOut
Sourcing platform aggregating public profile data into a searchable talent index, with AI-assisted candidate matching and outreach.
§ The record
Dayforce 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 Dayforce is in scope of Illinois HB 3773.
| Record | Dayforce | SeekOut |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | US | US |
| Founded | 1992 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 34% of the movement so far
Article 11 Technical Documentation
Dayforce 74 · SeekOut 35
7.8 weighted points to Dayforce
15% weight · 53% of the movement so far
Data Governance Disclosure
Dayforce 63 · SeekOut 35
4.2 weighted points to Dayforce
8% weight · 65% of the movement so far
Customer Documentation
Dayforce 70 · SeekOut 35
2.8 weighted points to Dayforce
12% weight · 77% of the movement so far
Human Oversight Design
Dayforce 68 · SeekOut 45
2.8 weighted points to Dayforce
12% weight · 89% of the movement so far
Post-Market Monitoring
Dayforce 47 · SeekOut 25
2.6 weighted points to Dayforce
15% weight · 98% of the movement so far
FRIA Support
Dayforce 40 · SeekOut 25
2.3 weighted points to Dayforce
18% weight · 100% of the movement so far
Bias Audit Transparency
Dayforce 42 · SeekOut 40
0.4 weighted points to Dayforce
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +22.8 — the difference between the two totals before either is rounded. Shares are of 22.8 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +23 beside that +22.8.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Dayforce minus SeekOut.
| Category | Weight | Dayforce | SeekOut | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 74 | 35 | +39 | +7.8 |
| Bias Audit Transparency | 18% | 42 | 40 | +2 | +0.4 |
| FRIA Support | 15% | 40 | 25 | +15 | +2.3 |
| Data Governance Disclosure | 15% | 63 | 35 | +28 | +4.2 |
| Human Oversight Design | 12% | 68 | 45 | +23 | +2.8 |
| Post-Market Monitoring | 12% | 47 | 25 | +22 | +2.6 |
| Customer Documentation | 8% | 70 | 35 | +35 | +2.8 |
| Total | 100% | 57 (F) | 34 (F) | +23 | +22.8 |
§ 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 | Dayforce | SeekOut | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 4 | 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% | 4 | 1 | Audit reportSources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 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 | 6 | Audit reportSources on the vendor's own domain | 5 | 4 | Sources on the vendor's own domain |
Dayforce has 34 evidence rows across 7 of 7 criteria — 28 with a source URL, 6 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 43 evidence rows on file for these two vendors: 34 for Dayforce, across 1 distinct source domain, and 9 for SeekOut, across 1 distinct source domain.
- Rubric
- v1.0
- Dayforce last reviewed
- August 2, 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