§ The result
HeyMilo leads RippleMatch on all 7 criteria.
Under rubric v1.0, HeyMilo (Screening) opens a 15-point lead on RippleMatch (Sourcing), 61 (D) to 46 (F). Of the 7 criteria RippleMatch wins none, and the narrowest lead HeyMilo holds is on Customer Documentation, HeyMilo 66 to RippleMatch 60. Bias Audit Transparency is the widest raw gap and the heaviest weighted swing at once (HeyMilo 83, RippleMatch 53, 18% weight), but it accounts for only 38% of the weighted advantage HeyMilo holds across the 7 criteria on that side of the table.
Vendor profile
HeyMilo
HeyMilo is an AI recruiter for high-volume hiring whose voice and video AI agent conducts and scores async and live conversational screening interviews against recruiter-defined rubrics and syncs results to the customer's ATS.
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
HeyMilo is filed under Screening AI, RippleMatch under Candidate sourcing AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Illinois HB 3773 and Colorado AI Act. Only HeyMilo is in scope of Mobley v. Workday.
| Record | HeyMilo | RippleMatch |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2023 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 38% of the movement so far
Bias Audit Transparency
HeyMilo 83 · RippleMatch 53
5.4 weighted points to HeyMilo
20% weight · 55% of the movement so far
Article 11 Technical Documentation
HeyMilo 58 · RippleMatch 46
2.4 weighted points to HeyMilo
15% weight · 71% of the movement so far
FRIA Support
HeyMilo 42 · RippleMatch 27
2.3 weighted points to HeyMilo
15% weight · 83% of the movement so far
Data Governance Disclosure
HeyMilo 62 · RippleMatch 50
1.8 weighted points to HeyMilo
12% weight · 91% of the movement so far
Post-Market Monitoring
HeyMilo 46 · RippleMatch 37
1.1 weighted points to HeyMilo
12% weight · 97% of the movement so far
Human Oversight Design
HeyMilo 64 · RippleMatch 57
0.8 weighted points to HeyMilo
8% weight · 100% of the movement so far
Customer Documentation
HeyMilo 66 · RippleMatch 60
0.5 weighted points to HeyMilo
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +14.3 — the difference between the two totals before either is rounded. Shares are of 14.3 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 +14.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is HeyMilo minus RippleMatch.
| Category | Weight | HeyMilo | RippleMatch | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 46 | +12 | +2.4 |
| Bias Audit Transparency | 18% | 83 | 53 | +30 | +5.4 |
| FRIA Support | 15% | 42 | 27 | +15 | +2.3 |
| Data Governance Disclosure | 15% | 62 | 50 | +12 | +1.8 |
| Human Oversight Design | 12% | 64 | 57 | +7 | +0.8 |
| Post-Market Monitoring | 12% | 46 | 37 | +9 | +1.1 |
| Customer Documentation | 8% | 66 | 60 | +6 | +0.5 |
| Total | 100% | 61 (D) | 46 (F) | +15 | +14.3 |
§ 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 | HeyMilo | RippleMatch | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 7 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 0 | Audit reportSources on a separate 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% | 3 | 0 | Sources on the vendor's own domain | 7 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 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% | 2 | 1 | Audit reportSources on a separate domain | 3 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 3 | 0 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 18 | 3 | Audit reportSources on the vendor's own domainSources on a separate domain | 35 | 7 | Audit reportSources on the vendor's own domainSources on a separate domain |
HeyMilo has 21 evidence rows across 7 of 7 criteria — 18 with a source URL, 3 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 HeyMilo and RippleMatch sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 63 evidence rows on file for these two vendors: 21 for HeyMilo, across 2 distinct source domains, and 42 for RippleMatch, across 5 distinct source domains.
- Rubric
- v1.0
- HeyMilo last reviewed
- June 7, 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