§ The result
Checkr leads TalentLens by 8 points.
Under rubric v1.0, Checkr, filed under Screening, finishes on 54 and TalentLens, filed under Assessment, on 46, 8 points apart. The 7 criteria split 6 to 1 in favour of Checkr: Checkr is ahead on Article 11 Technical Documentation and TalentLens on Bias Audit Transparency. Even Article 11 Technical Documentation, the widest raw gap and the heaviest weighted swing (Checkr 70, TalentLens 52, 20% weight), is only 37% of the weighted advantage Checkr builds across the 6 criteria it leads.
Vendor profile
Checkr
Checkr is an FCRA-regulated background screening platform that uses machine learning to parse, classify and standardize criminal, employment, education and motor-vehicle records, and to route them through customer-configured adjudication rulesets that flag candidates as eligible, review or escalated for employment decisions.
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
Checkr is filed under Screening AI, TalentLens under Assessment AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773. Only TalentLens is in scope of Mobley v. Workday.
| Record | Checkr | TalentLens |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | GB |
| Founded | 2014 | Not recorded |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 31% of the movement so far
Article 11 Technical Documentation
Checkr 70 · TalentLens 52
3.6 weighted points to Checkr
12% weight · 50% of the movement so far
Post-Market Monitoring
Checkr 50 · TalentLens 32
2.2 weighted points to Checkr
18% weight · 66% of the movement so far
Bias Audit Transparency
Checkr 35 · TalentLens 45
1.8 weighted points to TalentLens
15% weight · 81% of the movement so far
Data Governance Disclosure
Checkr 62 · TalentLens 50
1.8 weighted points to Checkr
12% weight · 90% of the movement so far
Human Oversight Design
Checkr 66 · TalentLens 57
1.1 weighted points to Checkr
8% weight · 97% of the movement so far
Customer Documentation
Checkr 68 · TalentLens 58
0.8 weighted points to Checkr
15% weight · 100% of the movement so far
FRIA Support
Checkr 32 · TalentLens 30
0.3 weighted points to Checkr
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +7.9 — the difference between the two totals before either is rounded. Shares are of 11.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +8 beside that +7.9.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Checkr minus TalentLens.
| Category | Weight | Checkr | TalentLens | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 70 | 52 | +18 | +3.6 |
| Bias Audit Transparency | 18% | 35 | 45 | -10 | -1.8 |
| FRIA Support | 15% | 32 | 30 | +2 | +0.3 |
| Data Governance Disclosure | 15% | 62 | 50 | +12 | +1.8 |
| Human Oversight Design | 12% | 66 | 57 | +9 | +1.1 |
| Post-Market Monitoring | 12% | 50 | 32 | +18 | +2.2 |
| Customer Documentation | 8% | 68 | 58 | +10 | +0.8 |
| Total | 100% | 54 (F) | 46 (F) | +8 | +7.9 |
§ 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 | Checkr | TalentLens | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Audit reportSources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 3 | 2 | Audit reportSources on the vendor's own domain | 3 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 0 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 5 | 0 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 24 | 6 | Audit reportSources on the vendor's own domain | 24 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain |
Checkr has 28 evidence rows across 7 of 7 criteria — 24 with a source URL, 6 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 57 evidence rows on file for these two vendors: 28 for Checkr, across 2 distinct source domains, and 29 for TalentLens, across 3 distinct source domains.
- Rubric
- v1.0
- Checkr last reviewed
- August 2, 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