§ The result
RippleMatch leads XOR on all 7 criteria.
Under rubric v1.0, RippleMatch (Sourcing) opens a 16-point lead on XOR (Screening), 46 to 30. RippleMatch takes all 7 criteria and XOR none of them; the nearest contest is FRIA Support, RippleMatch 27 to XOR 25. Bias Audit Transparency is the widest raw gap and the heaviest weighted swing at once (RippleMatch 53, XOR 18, 18% weight), but it accounts for only 38% of the weighted advantage RippleMatch holds across the 7 criteria on that side of the table.
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
XOR
XOR is a text-first conversational-AI recruiting platform that pre-screens and scores high-volume and hourly candidates with recruiter-defined knockout/scoring questions over SMS, WhatsApp, and Messenger, then auto-schedules interviews on the recruiter's calendar.
§ The record
RippleMatch is filed under Candidate sourcing AI, XOR under Screening AI. They also share 1 secondary category: Scheduling.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773.
| Record | RippleMatch | XOR |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2016 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 38% of the movement so far
Bias Audit Transparency
RippleMatch 53 · XOR 18
6.3 weighted points to RippleMatch
20% weight · 70% of the movement so far
Article 11 Technical Documentation
RippleMatch 46 · XOR 20
5.2 weighted points to RippleMatch
12% weight · 82% of the movement so far
Human Oversight Design
RippleMatch 57 · XOR 40
2.0 weighted points to RippleMatch
15% weight · 89% of the movement so far
Data Governance Disclosure
RippleMatch 50 · XOR 42
1.2 weighted points to RippleMatch
8% weight · 95% of the movement so far
Customer Documentation
RippleMatch 60 · XOR 48
1.0 weighted points to RippleMatch
12% weight · 98% of the movement so far
Post-Market Monitoring
RippleMatch 37 · XOR 33
0.5 weighted points to RippleMatch
15% weight · 100% of the movement so far
FRIA Support
RippleMatch 27 · XOR 25
0.3 weighted points to RippleMatch
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +16.5 — the difference between the two totals before either is rounded. Shares are of 16.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +16 beside that +16.5.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is RippleMatch minus XOR.
| Category | Weight | RippleMatch | XOR | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 46 | 20 | +26 | +5.2 |
| Bias Audit Transparency | 18% | 53 | 18 | +35 | +6.3 |
| FRIA Support | 15% | 27 | 25 | +2 | +0.3 |
| Data Governance Disclosure | 15% | 50 | 42 | +8 | +1.2 |
| Human Oversight Design | 12% | 57 | 40 | +17 | +2.0 |
| Post-Market Monitoring | 12% | 37 | 33 | +4 | +0.5 |
| Customer Documentation | 8% | 60 | 48 | +12 | +1.0 |
| Total | 100% | 46 (F) | 30 (F) | +16 | +16.5 |
§ 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 | XOR | ||||
|---|---|---|---|---|---|---|---|
| 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 | 1 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 7 | 1 | Sources on the vendor's own domain | 2 | 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 | 2 | 1 | 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 | 2 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 1 | 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 | 11 | 7 | Sources on the vendor's own domain |
RippleMatch has 42 evidence rows across 7 of 7 criteria — 35 with a source URL, 7 documented absences; XOR has 18 evidence rows across 7 of 7 criteria — 11 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 60 evidence rows on file for these two vendors: 42 for RippleMatch, across 5 distinct source domains, and 18 for XOR, across 1 distinct source domain.
- Rubric
- v1.0
- RippleMatch last reviewed
- September 25, 2026 · HireAIScore editorial team
- XOR last reviewed
- July 17, 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