§ The result
TalentLens leads SeekOut on all 7 criteria.
TalentLens, filed under Assessment, comes out 12 points above SeekOut, filed under Sourcing: 46 against 34 under rubric v1.0. TalentLens takes all 7 criteria and SeekOut none of them; the nearest contest is Bias Audit Transparency, SeekOut 40 to TalentLens 45. The widest raw gap and the heaviest weighted swing fall on different criteria: Customer Documentation (SeekOut 35, TalentLens 58) and Article 11 Technical Documentation at 20% (SeekOut 35, TalentLens 52), the second being 30% of the weighted advantage TalentLens holds across the 7 criteria on that side of the table.
Vendor profile
SeekOut
Sourcing platform aggregating public profile data into a searchable talent index, with AI-assisted candidate matching and outreach.
Vendor profile
TalentLens
TalentLens, Pearson's workplace psychometrics brand, publishes the Watson-Glaser critical-thinking test, Raven's Adaptive, BMCT-II and DAT Next Generation, which candidates take online and which are scored automatically against norm groups to produce percentile-based reports for hiring and development.
§ The record
SeekOut is filed under Candidate sourcing AI, TalentLens under Assessment AI. They record no secondary category in common.
Both are in scope of EU AI Act, Colorado AI Act and NYC LL 144. Only TalentLens is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | SeekOut | TalentLens |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | GB |
| Founded | 2017 | Not recorded |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 30% of the movement so far
Article 11 Technical Documentation
SeekOut 35 · TalentLens 52
3.4 weighted points to TalentLens
15% weight · 49% of the movement so far
Data Governance Disclosure
SeekOut 35 · TalentLens 50
2.3 weighted points to TalentLens
8% weight · 66% of the movement so far
Customer Documentation
SeekOut 35 · TalentLens 58
1.8 weighted points to TalentLens
12% weight · 78% of the movement so far
Human Oversight Design
SeekOut 45 · TalentLens 57
1.4 weighted points to TalentLens
18% weight · 86% of the movement so far
Bias Audit Transparency
SeekOut 40 · TalentLens 45
0.9 weighted points to TalentLens
12% weight · 93% of the movement so far
Post-Market Monitoring
SeekOut 25 · TalentLens 32
0.8 weighted points to TalentLens
15% weight · 100% of the movement so far
FRIA Support
SeekOut 25 · TalentLens 30
0.8 weighted points to TalentLens
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -11.4 — the difference between the two totals before either is rounded. Shares are of 11.4 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -12 beside that -11.4.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is SeekOut minus TalentLens.
| Category | Weight | SeekOut | TalentLens | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 35 | 52 | -17 | -3.4 |
| Bias Audit Transparency | 18% | 40 | 45 | -5 | -0.9 |
| FRIA Support | 15% | 25 | 30 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 35 | 50 | -15 | -2.3 |
| Human Oversight Design | 12% | 45 | 57 | -12 | -1.4 |
| Post-Market Monitoring | 12% | 25 | 32 | -7 | -0.8 |
| Customer Documentation | 8% | 35 | 58 | -23 | -1.8 |
| Total | 100% | 34 (F) | 46 (F) | -12 | -11.4 |
§ 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 | SeekOut | TalentLens | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 1 | 1 | — | 3 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 0 | 1 | — | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 1 | 0 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 1 | 0 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 0 | 1 | — | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 1 | 0 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 5 | 4 | Sources on the vendor's own domain | 24 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain |
SeekOut has 9 evidence rows across 7 of 7 criteria — 5 with a source URL, 4 documented absences; TalentLens has 29 evidence rows across 7 of 7 criteria — 24 with a source URL, 5 documented absences; some documentation or audit rows for TalentLens sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 38 evidence rows on file for these two vendors: 9 for SeekOut, across 1 distinct source domain, and 29 for TalentLens, across 3 distinct source domains.
- Rubric
- v1.0
- SeekOut last reviewed
- May 21, 2026 · HireAIScore editorial team
- TalentLens last reviewed
- September 25, 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