§ The result
Rippling leads AmazingHiring on all 7 criteria.
Rippling finishes 19 points clear of AmazingHiring under rubric v1.0 — 56 against 37 — across the ATS-integrated and Sourcing cohorts. Rippling leads every one of the 7 criteria, AmazingHiring none of them, and the closest of the 7 is Human Oversight Design, AmazingHiring 48 to Rippling 60. Article 11 Technical Documentation is the widest raw gap and the heaviest weighted swing at once (AmazingHiring 35, Rippling 73, 20% weight), but it accounts for only 39% of the weighted advantage Rippling holds across the 7 criteria on that side of the table.
Vendor profile
AmazingHiring
A technical-talent sourcing platform that aggregates public developer profiles from 50+ networks (GitHub, Stack Overflow, Kaggle, LinkedIn) and uses AI to rank and surface candidates for recruiters, with verified-contact retrieval and outreach automation.
Vendor profile
Rippling
Rippling Recruiting is an applicant tracking system within Rippling's all-in-one HR/IT/finance platform that uses AI to review and screen job applications, summarize interviewer feedback, transcribe video interviews, flag application fraud, and automate interview scheduling.
§ The record
AmazingHiring is filed under Candidate sourcing AI, Rippling under ATS-integrated AI. They record no secondary category in common.
Both are in scope of EU AI Act, Colorado AI Act and NYC LL 144.
| Record | AmazingHiring | Rippling |
|---|---|---|
| Price tier | Mid | High |
| Headquarters | US | US |
| Founded | 2011 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 39% of the movement so far
Article 11 Technical Documentation
AmazingHiring 35 · Rippling 73
7.6 weighted points to Rippling
18% weight · 57% of the movement so far
Bias Audit Transparency
AmazingHiring 22 · Rippling 42
3.6 weighted points to Rippling
15% weight · 69% of the movement so far
FRIA Support
AmazingHiring 30 · Rippling 45
2.3 weighted points to Rippling
15% weight · 79% of the movement so far
Data Governance Disclosure
AmazingHiring 50 · Rippling 64
2.1 weighted points to Rippling
12% weight · 88% of the movement so far
Post-Market Monitoring
AmazingHiring 33 · Rippling 47
1.7 weighted points to Rippling
12% weight · 95% of the movement so far
Human Oversight Design
AmazingHiring 48 · Rippling 60
1.4 weighted points to Rippling
8% weight · 100% of the movement so far
Customer Documentation
AmazingHiring 52 · Rippling 64
1.0 weighted points to Rippling
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -19.6 — the difference between the two totals before either is rounded. Shares are of 19.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -19 beside that -19.6.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is AmazingHiring minus Rippling.
| Category | Weight | AmazingHiring | Rippling | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 35 | 73 | -38 | -7.6 |
| Bias Audit Transparency | 18% | 22 | 42 | -20 | -3.6 |
| FRIA Support | 15% | 30 | 45 | -15 | -2.3 |
| Data Governance Disclosure | 15% | 50 | 64 | -14 | -2.1 |
| Human Oversight Design | 12% | 48 | 60 | -12 | -1.4 |
| Post-Market Monitoring | 12% | 33 | 47 | -14 | -1.7 |
| Customer Documentation | 8% | 52 | 64 | -12 | -1.0 |
| Total | 100% | 37 (F) | 56 (F) | -19 | -19.6 |
§ 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 | AmazingHiring | Rippling | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 2 | 0 | Audit reportSources on the vendor's own domain |
| Bias Audit Transparency | 18% | 1 | 1 | — | 2 | 0 | Audit reportSources 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% | 3 | 0 | Sources on the vendor's own domain | 2 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 1 | 1 | — | 1 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 12 | 6 | Sources on the vendor's own domain | 12 | 1 | Audit reportSources on the vendor's own domain |
AmazingHiring has 18 evidence rows across 7 of 7 criteria — 12 with a source URL, 6 documented absences; Rippling has 13 evidence rows across 7 of 7 criteria — 12 with a source URL, 1 documented absence.
Provenance
The scores above are documented by 31 evidence rows on file for these two vendors: 18 for AmazingHiring, across 1 distinct source domain, and 13 for Rippling, across 1 distinct source domain.
- Rubric
- v1.0
- AmazingHiring last reviewed
- July 17, 2026 · HireAIScore editorial team
- Rippling 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