§ The result
Covey leads impress.ai by 9 points.
Covey scores 47 and impress.ai 38 under rubric v1.0, a 9-point gap across the Sourcing and Screening cohorts. Covey and impress.ai each lead 2 of the 7 criteria, with 3 level, though the side of the split Covey holds (headed by Bias Audit Transparency) adds up to more weighted points. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Covey 72, impress.ai 22 — and at an 18% weight it carries 90% of the weighted advantage Covey holds across the 2 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
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.
§ The record
Covey is filed under Candidate sourcing AI, impress.ai 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 impress.ai is in scope of Mobley v. Workday.
| Record | Covey | impress.ai |
|---|---|---|
| Price tier | Mid | High |
| Headquarters | US | SG |
| Founded | 2018 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 84% of the movement so far
Bias Audit Transparency
Covey 72 · impress.ai 22
9.0 weighted points to Covey
20% weight · 94% of the movement so far
Article 11 Technical Documentation
Covey 40 · impress.ai 35
1.0 weighted points to Covey
15% weight · 98% of the movement so far
Data Governance Disclosure
Covey 52 · impress.ai 55
0.4 weighted points to impress.ai
12% weight · 100% of the movement so far
Post-Market Monitoring
Covey 30 · impress.ai 32
0.2 weighted points to impress.ai
Weighted delta is the raw difference times the criterion weight, so the 4 figures above sum to +9.3 — the difference between the two totals before either is rounded. Shares are of 10.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +9 beside that +9.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Covey minus impress.ai.
| Category | Weight | Covey | impress.ai | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 40 | 35 | +5 | +1.0 |
| Bias Audit Transparency | 18% | 72 | 22 | +50 | +9.0 |
| FRIA Support | 15% | 25 | 25 | - | - |
| Data Governance Disclosure | 15% | 52 | 55 | -3 | -0.4 |
| Human Oversight Design | 12% | 52 | 52 | - | - |
| Post-Market Monitoring | 12% | 30 | 32 | -2 | -0.2 |
| Customer Documentation | 8% | 58 | 58 | - | - |
| Total | 100% | 47 (F) | 38 (F) | +9 | +9.3 |
§ 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 | Covey | impress.ai | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 0 | Audit reportSources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 0 | 1 | — | 2 | 1 | Sources on the vendor's own domain |
| 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 | 3 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 0 | 1 | — | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 0 | Sources on the vendor's own domain | 4 | 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 | 18 | 7 | 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; impress.ai has 25 evidence rows across 7 of 7 criteria — 18 with a source URL, 7 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 36 evidence rows on file for these two vendors: 11 for Covey, across 2 distinct source domains, and 25 for impress.ai, across 1 distinct source domain.
- Rubric
- v1.0
- Covey last reviewed
- June 7, 2026 · HireAIScore editorial team
- impress.ai last reviewed
- August 2, 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