§ The result
RippleMatch leads Recruiterflow by 10 points.
RippleMatch, filed under Sourcing, comes out 10 points above Recruiterflow, filed under ATS-integrated: 46 against 36 under rubric v1.0. Recruiterflow takes 2 of the 7 criteria, FRIA Support among them, against 5 for RippleMatch, whose share includes Bias Audit Transparency. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Recruiterflow 18, RippleMatch 53 — and at an 18% weight it carries 59% of the weighted advantage RippleMatch holds across the 5 criteria on that side of the table.
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
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.
§ The record
Recruiterflow is filed under ATS-integrated AI, RippleMatch 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 RippleMatch is in scope of Illinois HB 3773.
| Record | Recruiterflow | RippleMatch |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2017 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 56% of the movement so far
Bias Audit Transparency
Recruiterflow 18 · RippleMatch 53
6.3 weighted points to RippleMatch
20% weight · 80% of the movement so far
Article 11 Technical Documentation
Recruiterflow 33 · RippleMatch 46
2.6 weighted points to RippleMatch
15% weight · 88% of the movement so far
Data Governance Disclosure
Recruiterflow 44 · RippleMatch 50
0.9 weighted points to RippleMatch
12% weight · 92% of the movement so far
Post-Market Monitoring
Recruiterflow 33 · RippleMatch 37
0.5 weighted points to RippleMatch
15% weight · 96% of the movement so far
FRIA Support
Recruiterflow 30 · RippleMatch 27
0.4 weighted points to Recruiterflow
8% weight · 99% of the movement so far
Customer Documentation
Recruiterflow 56 · RippleMatch 60
0.3 weighted points to RippleMatch
12% weight · 100% of the movement so far
Human Oversight Design
Recruiterflow 58 · RippleMatch 57
0.1 weighted points to Recruiterflow
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -10.0 — the difference between the two totals before either is rounded. Shares are of 11.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -10 beside that -10.0.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Recruiterflow minus RippleMatch.
| Category | Weight | Recruiterflow | RippleMatch | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 33 | 46 | -13 | -2.6 |
| Bias Audit Transparency | 18% | 18 | 53 | -35 | -6.3 |
| FRIA Support | 15% | 30 | 27 | +3 | +0.4 |
| Data Governance Disclosure | 15% | 44 | 50 | -6 | -0.9 |
| Human Oversight Design | 12% | 58 | 57 | +1 | +0.1 |
| Post-Market Monitoring | 12% | 33 | 37 | -4 | -0.5 |
| Customer Documentation | 8% | 56 | 60 | -4 | -0.3 |
| Total | 100% | 36 (F) | 46 (F) | -10 | -10.0 |
§ 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 | RippleMatch | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domain | 7 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | Sources on the vendor's own domain | 5 | 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 | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domain | 7 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 7 | 0 | Sources on the vendor's own domain | 7 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 3 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 25 | 6 | Sources on the vendor's own domain | 35 | 7 | Audit reportSources on the vendor's own domainSources on a separate domain |
Recruiterflow has 31 evidence rows across 7 of 7 criteria — 25 with a source URL, 6 documented absences; RippleMatch has 42 evidence rows across 7 of 7 criteria — 35 with a source URL, 7 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 73 evidence rows on file for these two vendors: 31 for Recruiterflow, across 1 distinct source domain, and 42 for RippleMatch, across 5 distinct source domains.
- Rubric
- v1.0
- Recruiterflow last reviewed
- September 25, 2026 · HireAIScore editorial team
- RippleMatch 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