§ The result
Dover leads SeekOut by 11 points.
Dover sits 11 points above SeekOut under rubric v1.0, 45 against 34, with both filed under Sourcing. Dover leads 6 of the 7 criteria, including Post-Market Monitoring, while SeekOut leads 1, including Article 11 Technical Documentation. The widest raw gap and the heaviest weighted swing fall on different criteria: Customer Documentation (Dover 60, SeekOut 35) and Post-Market Monitoring at 12% (Dover 44, SeekOut 25), the second being 21% of the weighted advantage Dover holds across the 6 criteria on that side of the table.
Vendor profile
Dover
Dover is an AI recruiting platform for startups offering a free applicant tracking system, candidate sourcing via a LinkedIn/Copilot browser extension, OpenAI/Anthropic-powered 0-100 applicant scoring, and a fractional-recruiter marketplace.
Vendor profile
SeekOut
Sourcing platform aggregating public profile data into a searchable talent index, with AI-assisted candidate matching and outreach.
§ The record
Dover 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.
| Record | Dover | SeekOut |
|---|---|---|
| Price tier | Low | Enterprise |
| Headquarters | US | US |
| Founded | 2019 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
12% weight · 20% of the movement so far
Post-Market Monitoring
Dover 44 · SeekOut 25
2.3 weighted points to Dover
15% weight · 40% of the movement so far
Data Governance Disclosure
Dover 50 · SeekOut 35
2.3 weighted points to Dover
18% weight · 60% of the movement so far
Bias Audit Transparency
Dover 52 · SeekOut 40
2.2 weighted points to Dover
8% weight · 78% of the movement so far
Customer Documentation
Dover 60 · SeekOut 35
2.0 weighted points to Dover
12% weight · 92% of the movement so far
Human Oversight Design
Dover 58 · SeekOut 45
1.6 weighted points to Dover
15% weight · 98% of the movement so far
FRIA Support
Dover 30 · SeekOut 25
0.8 weighted points to Dover
20% weight · 100% of the movement so far
Article 11 Technical Documentation
Dover 34 · SeekOut 35
0.2 weighted points to SeekOut
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +10.8 — the difference between the two totals before either is rounded. Shares are of 11.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +11 beside that +10.8.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Dover minus SeekOut.
| Category | Weight | Dover | SeekOut | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 34 | 35 | -1 | -0.2 |
| Bias Audit Transparency | 18% | 52 | 40 | +12 | +2.2 |
| FRIA Support | 15% | 30 | 25 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 50 | 35 | +15 | +2.3 |
| Human Oversight Design | 12% | 58 | 45 | +13 | +1.6 |
| Post-Market Monitoring | 12% | 44 | 25 | +19 | +2.3 |
| Customer Documentation | 8% | 60 | 35 | +25 | +2.0 |
| Total | 100% | 45 (F) | 34 (F) | +11 | +10.8 |
§ 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 | Dover | SeekOut | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 0 | Audit reportSources on the vendor's own domain | 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% | 2 | 0 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domainSources on a separate domain | 0 | 1 | — |
| Customer Documentation | 8% | 3 | 0 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 13 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain | 5 | 4 | Sources on the vendor's own domain |
Dover has 17 evidence rows across 7 of 7 criteria — 13 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; some documentation or audit rows for Dover sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 26 evidence rows on file for these two vendors: 17 for Dover, across 3 distinct source domains, and 9 for SeekOut, across 1 distinct source domain.
- Rubric
- v1.0
- Dover 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