§ The result
Textkernel leads Recruiterflow on all 7 criteria.
Textkernel finishes 15 points clear of Recruiterflow under rubric v1.0 — 51 against 36 — across the Sourcing and ATS-integrated cohorts. Of the 7 criteria Recruiterflow wins none, and the narrowest lead Textkernel holds is on FRIA Support, Recruiterflow 30 to Textkernel 32. One criterion, Bias Audit Transparency, is both the widest raw gap (Recruiterflow 18, Textkernel 55) and the heaviest weighted swing, and at 18% weight it makes up 46% of the weighted advantage Textkernel holds across the 7 criteria it leads.
Vendor profile
Recruiterflow
Recruiterflow is an ATS and CRM for recruiting agencies and executive search firms. Its AIRA AI layer ranks candidates already in a firm's database against each job with an explainable 0–100 Criteria Score (AIRA Matchmaker, shown as the 'AI Matches' card), and adds natural-language candidate search, external profile sourcing and an AI call notetaker that fills in interview scorecards.
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
Recruiterflow is filed under ATS-integrated AI, Textkernel under Candidate sourcing AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only Textkernel is in scope of Illinois HB 3773.
| Record | Recruiterflow | Textkernel |
|---|---|---|
| Price tier | Mid | 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
Recruiterflow 18 · Textkernel 55
6.7 weighted points to Textkernel
20% weight · 76% of the movement so far
Article 11 Technical Documentation
Recruiterflow 33 · Textkernel 55
4.4 weighted points to Textkernel
15% weight · 87% of the movement so far
Data Governance Disclosure
Recruiterflow 44 · Textkernel 55
1.6 weighted points to Textkernel
12% weight · 93% of the movement so far
Post-Market Monitoring
Recruiterflow 33 · Textkernel 40
0.8 weighted points to Textkernel
8% weight · 96% of the movement so far
Customer Documentation
Recruiterflow 56 · Textkernel 62
0.5 weighted points to Textkernel
15% weight · 98% of the movement so far
FRIA Support
Recruiterflow 30 · Textkernel 32
0.3 weighted points to Textkernel
12% weight · 100% of the movement so far
Human Oversight Design
Recruiterflow 58 · Textkernel 60
0.2 weighted points to Textkernel
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -14.6 — the difference between the two totals before either is rounded. Shares are of 14.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -15 beside that -14.6.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Recruiterflow minus Textkernel.
| Category | Weight | Recruiterflow | Textkernel | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 33 | 55 | -22 | -4.4 |
| Bias Audit Transparency | 18% | 18 | 55 | -37 | -6.7 |
| FRIA Support | 15% | 30 | 32 | -2 | -0.3 |
| Data Governance Disclosure | 15% | 44 | 55 | -11 | -1.6 |
| Human Oversight Design | 12% | 58 | 60 | -2 | -0.2 |
| Post-Market Monitoring | 12% | 33 | 40 | -7 | -0.8 |
| Customer Documentation | 8% | 56 | 62 | -6 | -0.5 |
| Total | 100% | 36 (F) | 51 (F) | -15 | -14.6 |
§ 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 | Recruiterflow | Textkernel | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | Sources on the vendor's own 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% | 4 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 7 | 0 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 25 | 6 | Sources on the vendor's own domain | 13 | 5 | Audit reportSources on the vendor's own domain |
Recruiterflow has 31 evidence rows across 7 of 7 criteria — 25 with a source URL, 6 documented absences; Textkernel has 18 evidence rows across 7 of 7 criteria — 13 with a source URL, 5 documented absences.
Provenance
The scores above are documented by 49 evidence rows on file for these two vendors: 31 for Recruiterflow, across 1 distinct source domain, and 18 for Textkernel, across 1 distinct source domain.
- Rubric
- v1.0
- Recruiterflow 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