§ The result
Rippling leads Mercor on all 7 criteria.
Rubric v1.0 puts 33 points between Rippling (ATS-integrated) and Mercor (Screening): 56 for Rippling, 23 for Mercor. Rippling leads every one of the 7 criteria and 6 of them by 20 raw points or more, Article 11 Technical Documentation among them; Mercor leads none. Article 11 Technical Documentation is the widest raw gap and the heaviest weighted swing at once (Mercor 22, Rippling 73, 20% weight), but it accounts for only 31% of the weighted advantage Rippling holds across the 7 criteria on that side of the table.
Vendor profile
Mercor
Mercor is an AI talent platform that runs automated 20-minute AI video interviews and semantic resume/profile matching to vet, score, and place candidates and expert contractors, and offers an enterprise applicant-screening product that scores employers' applicant pools against role rubrics with pass/fail recommendations.
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
Mercor is filed under Screening AI, Rippling under ATS-integrated AI. They also share 1 secondary category: Sourcing.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only Mercor is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | Mercor | Rippling |
|---|---|---|
| Price tier | Enterprise | High |
| Headquarters | US | US |
| Founded | 2023 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 31% of the movement so far
Article 11 Technical Documentation
Mercor 22 · Rippling 73
10.2 weighted points to Rippling
15% weight · 50% of the movement so far
Data Governance Disclosure
Mercor 22 · Rippling 64
6.3 weighted points to Rippling
18% weight · 67% of the movement so far
Bias Audit Transparency
Mercor 10 · Rippling 42
5.8 weighted points to Rippling
15% weight · 78% of the movement so far
FRIA Support
Mercor 20 · Rippling 45
3.8 weighted points to Rippling
12% weight · 88% of the movement so far
Post-Market Monitoring
Mercor 20 · Rippling 47
3.2 weighted points to Rippling
12% weight · 94% of the movement so far
Human Oversight Design
Mercor 42 · Rippling 60
2.2 weighted points to Rippling
8% weight · 100% of the movement so far
Customer Documentation
Mercor 40 · Rippling 64
1.9 weighted points to Rippling
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -33.3 — the difference between the two totals before either is rounded. Shares are of 33.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -33 beside that -33.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Mercor minus Rippling.
| Category | Weight | Mercor | Rippling | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 22 | 73 | -51 | -10.2 |
| Bias Audit Transparency | 18% | 10 | 42 | -32 | -5.8 |
| FRIA Support | 15% | 20 | 45 | -25 | -3.8 |
| Data Governance Disclosure | 15% | 22 | 64 | -42 | -6.3 |
| Human Oversight Design | 12% | 42 | 60 | -18 | -2.2 |
| Post-Market Monitoring | 12% | 20 | 47 | -27 | -3.2 |
| Customer Documentation | 8% | 40 | 64 | -24 | -1.9 |
| Total | 100% | 23 (F) | 56 (F) | -33 | -33.3 |
§ 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 | Mercor | Rippling | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 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 | 2 | — | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 2 | 1 | Sources on the vendor's own domain | 2 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 1 | 1 | — | 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% | 10 | 8 | Sources on the vendor's own domain | 12 | 1 | Audit reportSources on the vendor's own domain |
Mercor has 16 evidence rows across 7 of 7 criteria — 10 with a source URL, 8 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 29 evidence rows on file for these two vendors: 16 for Mercor, across 4 distinct source domains, and 13 for Rippling, across 1 distinct source domain.
- Rubric
- v1.0
- Mercor last reviewed
- June 7, 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