§ The result
RippleMatch leads impress.ai by 8 points.
RippleMatch scores 46 and impress.ai 38 under rubric v1.0, an 8-point gap across the Sourcing and Screening cohorts. RippleMatch leads 6 of the 7 criteria, including Bias Audit Transparency, while impress.ai leads 1, including Data Governance Disclosure. One criterion, Bias Audit Transparency, is both the widest raw gap (impress.ai 22, RippleMatch 53) and the heaviest weighted swing, and at 18% weight it makes up 59% of the weighted advantage RippleMatch holds across the 6 criteria it leads.
Vendor profile
impress.ai
impress.ai is a Singapore-headquartered recruitment automation platform that uses conversational AI assistants, resume parsing and scoring, and structured competency-based screening to filter, rank and shortlist job candidates, integrating with enterprise ATS systems.
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
impress.ai 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 impress.ai is in scope of Mobley v. Workday.
| Record | impress.ai | RippleMatch |
|---|---|---|
| Price tier | High | Mid |
| Headquarters | SG | US |
| Founded | 2017 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 55% of the movement so far
Bias Audit Transparency
impress.ai 22 · RippleMatch 53
5.6 weighted points to RippleMatch
20% weight · 76% of the movement so far
Article 11 Technical Documentation
impress.ai 35 · RippleMatch 46
2.2 weighted points to RippleMatch
15% weight · 84% of the movement so far
Data Governance Disclosure
impress.ai 55 · RippleMatch 50
0.8 weighted points to impress.ai
12% weight · 90% of the movement so far
Human Oversight Design
impress.ai 52 · RippleMatch 57
0.6 weighted points to RippleMatch
12% weight · 95% of the movement so far
Post-Market Monitoring
impress.ai 32 · RippleMatch 37
0.6 weighted points to RippleMatch
15% weight · 98% of the movement so far
FRIA Support
impress.ai 25 · RippleMatch 27
0.3 weighted points to RippleMatch
8% weight · 100% of the movement so far
Customer Documentation
impress.ai 58 · RippleMatch 60
0.2 weighted points to RippleMatch
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -8.7 — the difference between the two totals before either is rounded. Shares are of 10.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -8 beside that -8.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is impress.ai minus RippleMatch.
| Category | Weight | impress.ai | RippleMatch | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 35 | 46 | -11 | -2.2 |
| Bias Audit Transparency | 18% | 22 | 53 | -31 | -5.6 |
| FRIA Support | 15% | 25 | 27 | -2 | -0.3 |
| Data Governance Disclosure | 15% | 55 | 50 | +5 | +0.8 |
| Human Oversight Design | 12% | 52 | 57 | -5 | -0.6 |
| Post-Market Monitoring | 12% | 32 | 37 | -5 | -0.6 |
| Customer Documentation | 8% | 58 | 60 | -2 | -0.2 |
| Total | 100% | 38 (F) | 46 (F) | -8 | -8.7 |
§ 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 | impress.ai | 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% | 2 | 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% | 2 | 1 | Sources on the vendor's own domain | 7 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 1 | 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% | 4 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 18 | 7 | Sources on the vendor's own domain | 35 | 7 | Audit reportSources on the vendor's own domainSources on a separate domain |
impress.ai has 25 evidence rows across 7 of 7 criteria — 18 with a source URL, 7 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 67 evidence rows on file for these two vendors: 25 for impress.ai, across 1 distinct source domain, and 42 for RippleMatch, across 5 distinct source domains.
- Rubric
- v1.0
- impress.ai last reviewed
- August 2, 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