§ The result
Gem leads RippleMatch on all 7 criteria.
Gem finishes 9 points ahead of RippleMatch under rubric v1.0, 55 to 46, both scored as Sourcing entries. Gem takes all 7 criteria from RippleMatch without a 20-point raw gap on any of them; the closest is Customer Documentation, Gem 62 to RippleMatch 60. The widest raw gap and the heaviest weighted swing fall on different criteria: Bias Audit Transparency (Gem 66, RippleMatch 53) and Article 11 Technical Documentation at 20% (Gem 58, RippleMatch 46), the second being 27% of the weighted advantage Gem holds across the 7 criteria on that side of the table.
Vendor profile
Gem
Gem is an AI-first recruiting platform combining a talent CRM, AI sourcing and outreach automation, candidate engagement, and a newer applicant tracking system with AI-powered application review and ranking.
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
Gem and RippleMatch are both filed under Candidate sourcing AI. They also share 2 secondary categories: Screening and Scheduling.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773.
| Record | Gem | RippleMatch |
|---|---|---|
| Price tier | High | Mid |
| Headquarters | US | US |
| Founded | 2017 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 27% of the movement so far
Article 11 Technical Documentation
Gem 58 · RippleMatch 46
2.4 weighted points to Gem
18% weight · 54% of the movement so far
Bias Audit Transparency
Gem 66 · RippleMatch 53
2.3 weighted points to Gem
15% weight · 67% of the movement so far
FRIA Support
Gem 35 · RippleMatch 27
1.2 weighted points to Gem
12% weight · 81% of the movement so far
Post-Market Monitoring
Gem 47 · RippleMatch 37
1.2 weighted points to Gem
15% weight · 93% of the movement so far
Data Governance Disclosure
Gem 57 · RippleMatch 50
1.1 weighted points to Gem
12% weight · 98% of the movement so far
Human Oversight Design
Gem 61 · RippleMatch 57
0.5 weighted points to Gem
8% weight · 100% of the movement so far
Customer Documentation
Gem 62 · RippleMatch 60
0.2 weighted points to Gem
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +8.8 — the difference between the two totals before either is rounded. Shares are of 8.8 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +9 beside that +8.8.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Gem minus RippleMatch.
| Category | Weight | Gem | RippleMatch | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 46 | +12 | +2.4 |
| Bias Audit Transparency | 18% | 66 | 53 | +13 | +2.3 |
| FRIA Support | 15% | 35 | 27 | +8 | +1.2 |
| Data Governance Disclosure | 15% | 57 | 50 | +7 | +1.1 |
| Human Oversight Design | 12% | 61 | 57 | +4 | +0.5 |
| Post-Market Monitoring | 12% | 47 | 37 | +10 | +1.2 |
| Customer Documentation | 8% | 62 | 60 | +2 | +0.2 |
| Total | 100% | 55 (F) | 46 (F) | +9 | +8.8 |
§ 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 | Gem | RippleMatch | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 7 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 0 | Audit reportSources on the vendor's own domainSources 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 | Audit reportSources on the vendor's own domain | 7 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 7 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Post-Market Monitoring | 12% | 3 | 0 | 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 | 0 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 19 | 2 | 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 |
Gem has 21 evidence rows across 7 of 7 criteria — 19 with a source URL, 2 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 Gem 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 Gem, across 2 distinct source domains, and 42 for RippleMatch, across 5 distinct source domains.
- Rubric
- v1.0
- Gem 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