§ The result
RippleMatch leads ZipRecruiter by 6 points.
RippleMatch finishes 6 points ahead of ZipRecruiter under rubric v1.0, 46 to 40, both scored as Sourcing entries. RippleMatch leads 4 of the 7 criteria, including Bias Audit Transparency, while ZipRecruiter leads 2, including Post-Market Monitoring, and 1 is level. One criterion, Bias Audit Transparency, is both the widest raw gap (RippleMatch 53, ZipRecruiter 24) and the heaviest weighted swing, and at 18% weight it makes up 73% of the weighted advantage RippleMatch holds across the 4 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
ZipRecruiter
ZipRecruiter is an online employment marketplace whose AI matching engine sends employers' job postings out, alerts matched job seekers and invites them to apply, and labels and ranks applicants (for example as 'Great Match') in the employer's candidate dashboard.
§ The record
RippleMatch and ZipRecruiter 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 | ZipRecruiter |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2016 | 2010 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 67% of the movement so far
Bias Audit Transparency
RippleMatch 53 · ZipRecruiter 24
5.2 weighted points to RippleMatch
20% weight · 82% of the movement so far
Article 11 Technical Documentation
RippleMatch 46 · ZipRecruiter 40
1.2 weighted points to RippleMatch
8% weight · 88% of the movement so far
Customer Documentation
RippleMatch 60 · ZipRecruiter 54
0.5 weighted points to RippleMatch
12% weight · 93% of the movement so far
Post-Market Monitoring
RippleMatch 37 · ZipRecruiter 40
0.4 weighted points to ZipRecruiter
15% weight · 97% of the movement so far
Data Governance Disclosure
RippleMatch 50 · ZipRecruiter 52
0.3 weighted points to ZipRecruiter
12% weight · 100% of the movement so far
Human Oversight Design
RippleMatch 57 · ZipRecruiter 55
0.2 weighted points to RippleMatch
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +6.5 — the difference between the two totals before either is rounded. Shares are of 7.8 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +6 beside that +6.5.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is RippleMatch minus ZipRecruiter.
| Category | Weight | RippleMatch | ZipRecruiter | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 46 | 40 | +6 | +1.2 |
| Bias Audit Transparency | 18% | 53 | 24 | +29 | +5.2 |
| FRIA Support | 15% | 27 | 27 | - | - |
| Data Governance Disclosure | 15% | 50 | 52 | -2 | -0.3 |
| Human Oversight Design | 12% | 57 | 55 | +2 | +0.2 |
| Post-Market Monitoring | 12% | 37 | 40 | -3 | -0.4 |
| Customer Documentation | 8% | 60 | 54 | +6 | +0.5 |
| Total | 100% | 46 (F) | 40 (F) | +6 | +6.5 |
§ 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 | ZipRecruiter | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 7 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 5 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Data Governance Disclosure | 15% | 7 | 1 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 7 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 6 | 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 | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 35 | 7 | Audit reportSources on the vendor's own domainSources on a separate domain | 28 | 5 | Sources on the vendor's own domainSources on a separate domain |
RippleMatch has 42 evidence rows across 7 of 7 criteria — 35 with a source URL, 7 documented absences; ZipRecruiter has 33 evidence rows across 7 of 7 criteria — 28 with a source URL, 5 documented absences; some documentation or audit rows for RippleMatch and ZipRecruiter sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 75 evidence rows on file for these two vendors: 42 for RippleMatch, across 5 distinct source domains, and 33 for ZipRecruiter, across 6 distinct source domains.
- Rubric
- v1.0
- RippleMatch last reviewed
- September 25, 2026 · HireAIScore editorial team
- ZipRecruiter 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