§ The result
Gem leads Textkernel on 6 of the 7 criteria.
Within the Sourcing cohort, Gem edges Textkernel by 4 points under rubric v1.0, 55 to 51. Gem leads 6 of the 7 criteria and the remaining criterion is level, so Textkernel is ahead on none of them; the closest of the 6 Gem leads is Human Oversight Design, Gem 61 to Textkernel 60. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Gem 66, Textkernel 55 — and at an 18% weight it carries 46% of the weighted advantage Gem holds across the 6 criteria on that side of the table.
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.
Vendor profile
Textkernel
Textkernel provides AI-powered CV/resume and job parsing, semantic search, and candidate-job matching technology (including the acquired Sovren engine) embedded inside ATS, job board, and HR systems.
§ The record
Gem and Textkernel are both filed under Candidate sourcing AI. They also share 2 secondary categories: ATS-integrated and Screening.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773.
| Record | Gem | Textkernel |
|---|---|---|
| Price tier | High | Enterprise |
| Headquarters | US | NL |
| Founded | 2017 | 2001 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 46% of the movement so far
Bias Audit Transparency
Gem 66 · Textkernel 55
2.0 weighted points to Gem
12% weight · 66% of the movement so far
Post-Market Monitoring
Gem 47 · Textkernel 40
0.8 weighted points to Gem
20% weight · 80% of the movement so far
Article 11 Technical Documentation
Gem 58 · Textkernel 55
0.6 weighted points to Gem
15% weight · 90% of the movement so far
FRIA Support
Gem 35 · Textkernel 32
0.4 weighted points to Gem
15% weight · 97% of the movement so far
Data Governance Disclosure
Gem 57 · Textkernel 55
0.3 weighted points to Gem
12% weight · 100% of the movement so far
Human Oversight Design
Gem 61 · Textkernel 60
0.1 weighted points to Gem
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +4.3 — the difference between the two totals before either is rounded. Shares are of 4.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +4 beside that +4.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Gem minus Textkernel.
| Category | Weight | Gem | Textkernel | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 55 | +3 | +0.6 |
| Bias Audit Transparency | 18% | 66 | 55 | +11 | +2.0 |
| FRIA Support | 15% | 35 | 32 | +3 | +0.4 |
| Data Governance Disclosure | 15% | 57 | 55 | +2 | +0.3 |
| Human Oversight Design | 12% | 61 | 60 | +1 | +0.1 |
| Post-Market Monitoring | 12% | 47 | 40 | +7 | +0.8 |
| Customer Documentation | 8% | 62 | 62 | - | - |
| Total | 100% | 55 (F) | 51 (F) | +4 | +4.3 |
§ 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 | Gem | Textkernel | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 2 | 1 | Audit reportSources on the vendor's own domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| Data Governance Disclosure | 15% | 3 | 0 | Audit reportSources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 3 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 0 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 0 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 19 | 2 | Audit reportSources on the vendor's own domainSources on a separate domain | 13 | 5 | Audit reportSources on the vendor's own domain |
Gem has 21 evidence rows across 7 of 7 criteria — 19 with a source URL, 2 documented absences; Textkernel has 18 evidence rows across 7 of 7 criteria — 13 with a source URL, 5 documented absences; some documentation or audit rows for Gem sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 39 evidence rows on file for these two vendors: 21 for Gem, across 2 distinct source domains, and 18 for Textkernel, across 1 distinct source domain.
- Rubric
- v1.0
- Gem last reviewed
- June 7, 2026 · HireAIScore editorial team
- Textkernel last reviewed
- June 7, 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