§ The result
2 points separate Dice and SeekOut.
Under rubric v1.0, Dice and SeekOut finish 2 points apart, 36 to 34, as two Sourcing entries. The 7 criteria split 4 to 2 in favour of Dice, with 1 level: Dice is ahead on Data Governance Disclosure and SeekOut on Bias Audit Transparency. The widest raw gap and the heaviest weighted swing are the same criterion, Bias Audit Transparency, and SeekOut holds it (Dice 25, SeekOut 40, 18% weight), worth 82% of the weighted advantage SeekOut builds across the 2 criteria it leads.
Vendor profile
Dice
Dice is a US job marketplace and resume database for tech roles, run by DHI Group, whose employer tools use a proprietary skills knowledge graph and machine learning (IntelliSearch) to match, score and rank sourced candidates and applicants against job postings.
Vendor profile
SeekOut
Sourcing platform aggregating public profile data into a searchable talent index, with AI-assisted candidate matching and outreach.
§ The record
Dice and SeekOut are both filed under Candidate sourcing AI. They record no secondary category in common.
Both are in scope of EU AI Act, Colorado AI Act and NYC LL 144. Only Dice is in scope of Illinois HB 3773.
| Record | Dice | SeekOut |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | US |
| Founded | 1990 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 32% of the movement so far
Bias Audit Transparency
Dice 25 · SeekOut 40
2.7 weighted points to SeekOut
15% weight · 50% of the movement so far
Data Governance Disclosure
Dice 45 · SeekOut 35
1.5 weighted points to Dice
12% weight · 64% of the movement so far
Human Oversight Design
Dice 55 · SeekOut 45
1.2 weighted points to Dice
12% weight · 79% of the movement so far
Post-Market Monitoring
Dice 35 · SeekOut 25
1.2 weighted points to Dice
8% weight · 93% of the movement so far
Customer Documentation
Dice 50 · SeekOut 35
1.2 weighted points to Dice
20% weight · 100% of the movement so far
Article 11 Technical Documentation
Dice 32 · SeekOut 35
0.6 weighted points to SeekOut
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +1.8 — the difference between the two totals before either is rounded. Shares are of 8.4 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +2 beside that +1.8.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Dice minus SeekOut.
| Category | Weight | Dice | SeekOut | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 32 | 35 | -3 | -0.6 |
| Bias Audit Transparency | 18% | 25 | 40 | -15 | -2.7 |
| FRIA Support | 15% | 25 | 25 | - | - |
| Data Governance Disclosure | 15% | 45 | 35 | +10 | +1.5 |
| Human Oversight Design | 12% | 55 | 45 | +10 | +1.2 |
| Post-Market Monitoring | 12% | 35 | 25 | +10 | +1.2 |
| Customer Documentation | 8% | 50 | 35 | +15 | +1.2 |
| Total | 100% | 36 (F) | 34 (F) | +2 | +1.8 |
§ 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 | Dice | SeekOut | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domainSources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | — | 1 | 1 | — |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 0 | 1 | — |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domainSources on a separate domain | 1 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 5 | 1 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domainSources on a separate 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% | 25 | 7 | Sources on the vendor's own domainSources on a separate domain | 5 | 4 | Sources on the vendor's own domain |
Dice has 32 evidence rows across 7 of 7 criteria — 25 with a source URL, 7 documented absences; SeekOut has 9 evidence rows across 7 of 7 criteria — 5 with a source URL, 4 documented absences; some documentation or audit rows for Dice sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 41 evidence rows on file for these two vendors: 32 for Dice, across 4 distinct source domains, and 9 for SeekOut, across 1 distinct source domain.
- Rubric
- v1.0
- Dice 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
Scored against