§ The result
Covey leads Mercor on all 7 criteria.
Covey finishes 24 points clear of Mercor under rubric v1.0 — 47 against 23 — across the Sourcing and Screening cohorts. Covey leads every one of the 7 criteria, Mercor none of them, and the closest of the 7 is FRIA Support, Covey 25 to Mercor 20. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Covey 72, Mercor 10 — and at an 18% weight it carries 47% of the weighted advantage Covey holds across the 7 criteria on that side of the table.
Vendor profile
Covey
Covey is an AI recruiting platform whose Covey Scout product trains generative-AI bots from plain-language hiring criteria to source, evaluate, and rank candidate profiles for outbound sourcing and inbound applicant screening.
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.
§ The record
Covey is filed under Candidate sourcing AI, Mercor under Screening AI. They record no secondary category in common.
Both are in scope of EU AI Act, Colorado AI Act, NYC LL 144 and Illinois HB 3773. Only Mercor is in scope of Mobley v. Workday.
| Record | Covey | Mercor |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | US |
| Founded | 2018 | 2023 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 47% of the movement so far
Bias Audit Transparency
Covey 72 · Mercor 10
11.2 weighted points to Covey
15% weight · 66% of the movement so far
Data Governance Disclosure
Covey 52 · Mercor 22
4.5 weighted points to Covey
20% weight · 81% of the movement so far
Article 11 Technical Documentation
Covey 40 · Mercor 22
3.6 weighted points to Covey
8% weight · 87% of the movement so far
Customer Documentation
Covey 58 · Mercor 40
1.4 weighted points to Covey
12% weight · 92% of the movement so far
Human Oversight Design
Covey 52 · Mercor 42
1.2 weighted points to Covey
12% weight · 97% of the movement so far
Post-Market Monitoring
Covey 30 · Mercor 20
1.2 weighted points to Covey
15% weight · 100% of the movement so far
FRIA Support
Covey 25 · Mercor 20
0.8 weighted points to Covey
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +23.8 — the difference between the two totals before either is rounded. Shares are of 23.8 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +24 beside that +23.8.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Covey minus Mercor.
| Category | Weight | Covey | Mercor | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 40 | 22 | +18 | +3.6 |
| Bias Audit Transparency | 18% | 72 | 10 | +62 | +11.2 |
| FRIA Support | 15% | 25 | 20 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 52 | 22 | +30 | +4.5 |
| Human Oversight Design | 12% | 52 | 42 | +10 | +1.2 |
| Post-Market Monitoring | 12% | 30 | 20 | +10 | +1.2 |
| Customer Documentation | 8% | 58 | 40 | +18 | +1.4 |
| Total | 100% | 47 (F) | 23 (F) | +24 | +23.8 |
§ 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 | Covey | Mercor | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 0 | Audit reportSources on a separate domain | 1 | 1 | — |
| FRIA Support | 15% | 0 | 1 | — | 1 | 2 | — |
| Data Governance Disclosure | 15% | 0 | 1 | — | 2 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 1 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 0 | 1 | — | 1 | 1 | — |
| Customer Documentation | 8% | 2 | 0 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 6 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain | 10 | 8 | Sources on the vendor's own domain |
Covey has 11 evidence rows across 7 of 7 criteria — 6 with a source URL, 5 documented absences; Mercor has 16 evidence rows across 7 of 7 criteria — 10 with a source URL, 8 documented absences; some documentation or audit rows for Covey sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 27 evidence rows on file for these two vendors: 11 for Covey, across 2 distinct source domains, and 16 for Mercor, across 4 distinct source domains.
- Rubric
- v1.0
- Covey last reviewed
- June 7, 2026 · HireAIScore editorial team
- Mercor last reviewed
- June 7, 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