§ The result
Textkernel leads RippleMatch on all 7 criteria.
Inside the Sourcing cohort, rubric v1.0 puts Textkernel on 51 and RippleMatch on 46, 5 points apart. Textkernel is ahead of RippleMatch on all 7 criteria but on none of them by as much as 20 raw points, the closest being Bias Audit Transparency at RippleMatch 53 to Textkernel 55. One criterion, Article 11 Technical Documentation, is both the widest raw gap (RippleMatch 46, Textkernel 55) and the heaviest weighted swing, and at 20% weight it makes up 40% of the weighted advantage Textkernel holds across the 7 criteria it leads.
Vendor profile
RippleMatch
RippleMatch is an early-career recruiting platform that sources students and recent graduates for employers' roles, ranks applicants with a 0-100 Fit Score built from criteria the recruiter configures, and adds verified skill badges, applicant review, interview scheduling and campus-event tools.
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
RippleMatch and Textkernel are both filed under Candidate sourcing AI. They also share 1 secondary category: Screening.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773.
| Record | RippleMatch | Textkernel |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | NL |
| Founded | 2016 | 2001 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 40% of the movement so far
Article 11 Technical Documentation
RippleMatch 46 · Textkernel 55
1.8 weighted points to Textkernel
15% weight · 56% of the movement so far
FRIA Support
RippleMatch 27 · Textkernel 32
0.8 weighted points to Textkernel
15% weight · 73% of the movement so far
Data Governance Disclosure
RippleMatch 50 · Textkernel 55
0.8 weighted points to Textkernel
18% weight · 81% of the movement so far
Bias Audit Transparency
RippleMatch 53 · Textkernel 55
0.4 weighted points to Textkernel
12% weight · 89% of the movement so far
Human Oversight Design
RippleMatch 57 · Textkernel 60
0.4 weighted points to Textkernel
12% weight · 96% of the movement so far
Post-Market Monitoring
RippleMatch 37 · Textkernel 40
0.4 weighted points to Textkernel
8% weight · 100% of the movement so far
Customer Documentation
RippleMatch 60 · Textkernel 62
0.2 weighted points to Textkernel
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -4.5 — the difference between the two totals before either is rounded. Shares are of 4.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -5 beside that -4.5.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is RippleMatch minus Textkernel.
| Category | Weight | RippleMatch | Textkernel | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 46 | 55 | -9 | -1.8 |
| Bias Audit Transparency | 18% | 53 | 55 | -2 | -0.4 |
| FRIA Support | 15% | 27 | 32 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 50 | 55 | -5 | -0.8 |
| Human Oversight Design | 12% | 57 | 60 | -3 | -0.4 |
| Post-Market Monitoring | 12% | 37 | 40 | -3 | -0.4 |
| Customer Documentation | 8% | 60 | 62 | -2 | -0.2 |
| Total | 100% | 46 (F) | 51 (F) | -5 | -4.5 |
§ 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 | RippleMatch | Textkernel | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 7 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 5 | 1 | 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% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| Data Governance Disclosure | 15% | 7 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 7 | 1 | 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 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 35 | 7 | Audit reportSources on the vendor's own domainSources on a separate domain | 13 | 5 | Audit reportSources on the vendor's own domain |
RippleMatch has 42 evidence rows across 7 of 7 criteria — 35 with a source URL, 7 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 RippleMatch sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 60 evidence rows on file for these two vendors: 42 for RippleMatch, across 5 distinct source domains, and 18 for Textkernel, across 1 distinct source domain.
- Rubric
- v1.0
- RippleMatch last reviewed
- September 25, 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