§ The result
3 points separate Handshake and Covey.
Handshake (Screening) edges Covey (Sourcing) by 3 points under rubric v1.0, 50 to 47. The 7 criteria split 6 to 1 in favour of Handshake: Handshake is ahead on Post-Market Monitoring and Covey on Bias Audit Transparency. The widest raw gap and the heaviest weighted swing are the same criterion, Bias Audit Transparency, and Covey holds it (Covey 72, Handshake 52, 18% weight), worth 100% of the weighted advantage Covey builds across the 1 criterion it leads.
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
Handshake
Handshake is an early-career recruiting network whose employer tools use AI to rank applicants against employer-set criteria, find and message matching students and graduates, and target job promotions.
§ The record
Covey is filed under Candidate sourcing AI, Handshake 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.
| Record | Covey | Handshake |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2018 | 2014 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 37% of the movement so far
Bias Audit Transparency
Covey 72 · Handshake 52
3.6 weighted points to Covey
12% weight · 59% of the movement so far
Post-Market Monitoring
Covey 30 · Handshake 48
2.2 weighted points to Handshake
20% weight · 76% of the movement so far
Article 11 Technical Documentation
Covey 40 · Handshake 48
1.6 weighted points to Handshake
15% weight · 83% of the movement so far
FRIA Support
Covey 25 · Handshake 30
0.8 weighted points to Handshake
15% weight · 91% of the movement so far
Data Governance Disclosure
Covey 52 · Handshake 57
0.8 weighted points to Handshake
12% weight · 98% of the movement so far
Human Oversight Design
Covey 52 · Handshake 58
0.7 weighted points to Handshake
8% weight · 100% of the movement so far
Customer Documentation
Covey 58 · Handshake 60
0.2 weighted points to Handshake
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -2.5 — the difference between the two totals before either is rounded. Shares are of 9.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -3 beside that -2.5.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Covey minus Handshake.
| Category | Weight | Covey | Handshake | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 40 | 48 | -8 | -1.6 |
| Bias Audit Transparency | 18% | 72 | 52 | +20 | +3.6 |
| FRIA Support | 15% | 25 | 30 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 52 | 57 | -5 | -0.8 |
| Human Oversight Design | 12% | 52 | 58 | -6 | -0.7 |
| Post-Market Monitoring | 12% | 30 | 48 | -18 | -2.2 |
| Customer Documentation | 8% | 58 | 60 | -2 | -0.2 |
| Total | 100% | 47 (F) | 50 (F) | -3 | -2.5 |
§ 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 | Handshake | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on the vendor's own domain | 4 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 2 | 0 | Audit reportSources on a separate domain | 5 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 0 | 1 | — | 3 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 0 | 1 | — | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 1 | 1 | Sources on the vendor's own domain | 4 | 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 | 27 | 7 | Audit reportSources on the vendor's own domainSources on a separate domain |
Covey has 11 evidence rows across 7 of 7 criteria — 6 with a source URL, 5 documented absences; Handshake has 34 evidence rows across 7 of 7 criteria — 27 with a source URL, 7 documented absences; some documentation or audit rows for Covey and Handshake sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 45 evidence rows on file for these two vendors: 11 for Covey, across 2 distinct source domains, and 34 for Handshake, across 2 distinct source domains.
- Rubric
- v1.0
- Covey last reviewed
- June 7, 2026 · HireAIScore editorial team
- Handshake 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