§ The result
Recruiterflow leads Mercor on all 7 criteria.
Recruiterflow sits 13 points above Mercor under rubric v1.0 — 36 against 23 — with Recruiterflow filed under ATS-integrated and Mercor under Screening. Recruiterflow takes all 7 criteria and Mercor none of them; the nearest contest is Bias Audit Transparency, Mercor 10 to Recruiterflow 18. Even Data Governance Disclosure, the widest raw gap and the heaviest weighted swing (Mercor 22, Recruiterflow 44, 15% weight), is only 25% of the weighted advantage Recruiterflow builds across the 7 criteria it leads.
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
Recruiterflow
Recruiterflow is an ATS and CRM for recruiting agencies and executive search firms. Its AIRA AI layer ranks candidates already in a firm's database against each job with an explainable 0–100 Criteria Score (AIRA Matchmaker, shown as the 'AI Matches' card), and adds natural-language candidate search, external profile sourcing and an AI call notetaker that fills in interview scorecards.
§ The record
Mercor is filed under Screening AI, Recruiterflow 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 | Recruiterflow |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | US |
| Founded | 2023 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
15% weight · 25% of the movement so far
Data Governance Disclosure
Mercor 22 · Recruiterflow 44
3.3 weighted points to Recruiterflow
20% weight · 42% of the movement so far
Article 11 Technical Documentation
Mercor 22 · Recruiterflow 33
2.2 weighted points to Recruiterflow
12% weight · 56% of the movement so far
Human Oversight Design
Mercor 42 · Recruiterflow 58
1.9 weighted points to Recruiterflow
12% weight · 68% of the movement so far
Post-Market Monitoring
Mercor 20 · Recruiterflow 33
1.6 weighted points to Recruiterflow
15% weight · 79% of the movement so far
FRIA Support
Mercor 20 · Recruiterflow 30
1.5 weighted points to Recruiterflow
18% weight · 90% of the movement so far
Bias Audit Transparency
Mercor 10 · Recruiterflow 18
1.4 weighted points to Recruiterflow
8% weight · 100% of the movement so far
Customer Documentation
Mercor 40 · Recruiterflow 56
1.3 weighted points to Recruiterflow
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -13.2 — the difference between the two totals before either is rounded. Shares are of 13.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -13 beside that -13.2.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Mercor minus Recruiterflow.
| Category | Weight | Mercor | Recruiterflow | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 22 | 33 | -11 | -2.2 |
| Bias Audit Transparency | 18% | 10 | 18 | -8 | -1.4 |
| FRIA Support | 15% | 20 | 30 | -10 | -1.5 |
| Data Governance Disclosure | 15% | 22 | 44 | -22 | -3.3 |
| Human Oversight Design | 12% | 42 | 58 | -16 | -1.9 |
| Post-Market Monitoring | 12% | 20 | 33 | -13 | -1.6 |
| Customer Documentation | 8% | 40 | 56 | -16 | -1.3 |
| Total | 100% | 23 (F) | 36 (F) | -13 | -13.2 |
§ 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 | Recruiterflow | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 1 | 1 | — | 3 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 1 | 2 | — | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domain | 7 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 1 | 1 | — | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 10 | 8 | Sources on the vendor's own domain | 25 | 6 | Sources on the vendor's own domain |
Mercor has 16 evidence rows across 7 of 7 criteria — 10 with a source URL, 8 documented absences; Recruiterflow has 31 evidence rows across 7 of 7 criteria — 25 with a source URL, 6 documented absences.
Provenance
The scores above are documented by 47 evidence rows on file for these two vendors: 16 for Mercor, across 4 distinct source domains, and 31 for Recruiterflow, across 1 distinct source domain.
- Rubric
- v1.0
- Mercor last reviewed
- June 7, 2026 · HireAIScore editorial team
- Recruiterflow 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