Side-by-side · Rubric v1.0
Gem vs SeekOut
Side-by-side scores and evidence under the HireAIScore rubric v1.0. Click a vendor name to jump to the full profile and the cited evidence behind each score.
Vendor profile
Gem
Gem is an AI-first recruiting platform combining a talent CRM, AI sourcing and outreach automation, candidate engagement, and a newer applicant tracking system with AI-powered application review and ranking.
55
FSubstantial gaps
Vendor profile
SeekOut
Sourcing platform aggregating public profile data into a searchable talent index, with AI-assisted candidate matching and outreach.
34
FSubstantial gaps
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Gem minus SeekOut.
| Category | Weight | Gem | SeekOut | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 35 | +23 |
| Bias Audit Transparency | 18% | 66 | 40 | +26 |
| FRIA Support | 15% | 35 | 25 | +10 |
| Data Governance Disclosure | 15% | 57 | 35 | +22 |
| Human Oversight Design | 12% | 61 | 45 | +16 |
| Post-Market Monitoring | 12% | 47 | 25 | +22 |
| Customer Documentation | 8% | 62 | 35 | +27 |
| Total | 100% | 55 (F) | 34 (F) | +21 |
§ Evidence summary
Evidence count
Gem
21 rows across 7 categories
- documentation
- 12
- audit report
- 4
- absence
- 2
- public statement
- 3
Evidence count
SeekOut
9 rows across 7 categories
- documentation
- 4
- absence
- 4
- public statement
- 1