§ The result
4 points separate HeyMilo and Juicebox (PeopleGPT).
HeyMilo (Screening) edges Juicebox (PeopleGPT) (Sourcing) by 4 points under rubric v1.0, 61 (D) to 57 (F). HeyMilo leads 5 of the 7 criteria, including Human Oversight Design, while Juicebox (PeopleGPT) leads 2, including Post-Market Monitoring. Human Oversight Design is the widest raw gap and the heaviest weighted swing at once (HeyMilo 64, Juicebox (PeopleGPT) 50, 12% weight), but it accounts for only 32% of the weighted advantage HeyMilo holds across the 5 criteria on that side of the table.
Vendor profile
HeyMilo
HeyMilo is an AI recruiter for high-volume hiring whose voice and video AI agent conducts and scores async and live conversational screening interviews against recruiter-defined rubrics and syncs results to the customer's ATS.
Vendor profile
Juicebox (PeopleGPT)
Juicebox (PeopleGPT) is an AI talent-sourcing search engine that lets recruiters find, rank, and reach candidates across 800M+ public profiles using natural-language queries instead of Boolean search, with an "Autopilot" agent that scores and ranks profiles against job criteria.
§ The record
HeyMilo is filed under Screening AI, Juicebox (PeopleGPT) under Candidate sourcing AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Illinois HB 3773 and Colorado AI Act. Only HeyMilo is in scope of Mobley v. Workday.
| Record | HeyMilo | Juicebox (PeopleGPT) |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2023 | 2022 |
§ What decides it
The criteria that move the gap, heaviest swing first.
12% weight · 26% of the movement so far
Human Oversight Design
HeyMilo 64 · Juicebox (PeopleGPT) 50
1.7 weighted points to HeyMilo
20% weight · 44% of the movement so far
Article 11 Technical Documentation
HeyMilo 58 · Juicebox (PeopleGPT) 52
1.2 weighted points to HeyMilo
12% weight · 60% of the movement so far
Post-Market Monitoring
HeyMilo 46 · Juicebox (PeopleGPT) 55
1.1 weighted points to Juicebox (PeopleGPT)
15% weight · 76% of the movement so far
FRIA Support
HeyMilo 42 · Juicebox (PeopleGPT) 35
1.1 weighted points to HeyMilo
15% weight · 90% of the movement so far
Data Governance Disclosure
HeyMilo 62 · Juicebox (PeopleGPT) 56
0.9 weighted points to HeyMilo
8% weight · 97% of the movement so far
Customer Documentation
HeyMilo 66 · Juicebox (PeopleGPT) 60
0.5 weighted points to HeyMilo
18% weight · 100% of the movement so far
Bias Audit Transparency
HeyMilo 83 · Juicebox (PeopleGPT) 84
0.2 weighted points to Juicebox (PeopleGPT)
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +4.1 — the difference between the two totals before either is rounded. Shares are of 6.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +4 beside that +4.1.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is HeyMilo minus Juicebox (PeopleGPT).
| Category | Weight | HeyMilo | Juicebox (PeopleGPT) | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 52 | +6 | +1.2 |
| Bias Audit Transparency | 18% | 83 | 84 | -1 | -0.2 |
| FRIA Support | 15% | 42 | 35 | +7 | +1.1 |
| Data Governance Disclosure | 15% | 62 | 56 | +6 | +0.9 |
| Human Oversight Design | 12% | 64 | 50 | +14 | +1.7 |
| Post-Market Monitoring | 12% | 46 | 55 | -9 | -1.1 |
| Customer Documentation | 8% | 66 | 60 | +6 | +0.5 |
| Total | 100% | 61 (D) | 57 (F) | +4 | +4.1 |
§ 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 | HeyMilo | Juicebox (PeopleGPT) | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on a separate domain |
| Bias Audit Transparency | 18% | 3 | 0 | Audit reportSources on a separate domain | 3 | 0 | Audit reportSources on a separate domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on a separate domain |
| Data Governance Disclosure | 15% | 3 | 0 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 0 | Sources on the vendor's own domain | 1 | 1 | Sources on a separate domain |
| Post-Market Monitoring | 12% | 2 | 1 | Audit reportSources on a separate domain | 2 | 0 | Audit reportSources on a separate domain |
| Customer Documentation | 8% | 3 | 0 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 18 | 3 | Audit reportSources on the vendor's own domainSources on a separate domain | 12 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain |
HeyMilo has 21 evidence rows across 7 of 7 criteria — 18 with a source URL, 3 documented absences; Juicebox (PeopleGPT) has 16 evidence rows across 7 of 7 criteria — 12 with a source URL, 4 documented absences; some documentation or audit rows for HeyMilo and Juicebox (PeopleGPT) sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 37 evidence rows on file for these two vendors: 21 for HeyMilo, across 2 distinct source domains, and 16 for Juicebox (PeopleGPT), across 4 distinct source domains.
- Rubric
- v1.0
- HeyMilo last reviewed
- June 7, 2026 · HireAIScore editorial team
- Juicebox (PeopleGPT) 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