§ The result
Juicebox (PeopleGPT) leads Humanly by 15 points.
Juicebox (PeopleGPT) finishes 15 points clear of Humanly under rubric v1.0 — 57 against 42 — across the Sourcing and Screening cohorts. Juicebox (PeopleGPT) leads 5 of the 7 criteria, including Bias Audit Transparency, while Humanly leads 1, including Human Oversight Design, and 1 is level. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Humanly 40, Juicebox (PeopleGPT) 84 — and at an 18% weight it carries 52% of the weighted advantage Juicebox (PeopleGPT) holds across the 5 criteria on that side of the table.
Vendor profile
Humanly
Conversational AI for high-volume recruiting that engages, screens, and schedules candidates across chat, SMS, email, voice, and video, with structured AI interviews and automated scoring.
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
Humanly 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 Humanly is in scope of Mobley v. Workday.
| Record | Humanly | Juicebox (PeopleGPT) |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2018 | 2022 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 49% of the movement so far
Bias Audit Transparency
Humanly 40 · Juicebox (PeopleGPT) 84
7.9 weighted points to Juicebox (PeopleGPT)
12% weight · 67% of the movement so far
Post-Market Monitoring
Humanly 30 · Juicebox (PeopleGPT) 55
3.0 weighted points to Juicebox (PeopleGPT)
15% weight · 82% of the movement so far
Data Governance Disclosure
Humanly 40 · Juicebox (PeopleGPT) 56
2.4 weighted points to Juicebox (PeopleGPT)
20% weight · 90% of the movement so far
Article 11 Technical Documentation
Humanly 45 · Juicebox (PeopleGPT) 52
1.4 weighted points to Juicebox (PeopleGPT)
12% weight · 96% of the movement so far
Human Oversight Design
Humanly 58 · Juicebox (PeopleGPT) 50
1.0 weighted points to Humanly
8% weight · 100% of the movement so far
Customer Documentation
Humanly 52 · Juicebox (PeopleGPT) 60
0.6 weighted points to Juicebox (PeopleGPT)
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -14.4 — the difference between the two totals before either is rounded. Shares are of 16.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -15 beside that -14.4.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Humanly minus Juicebox (PeopleGPT).
| Category | Weight | Humanly | Juicebox (PeopleGPT) | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 45 | 52 | -7 | -1.4 |
| Bias Audit Transparency | 18% | 40 | 84 | -44 | -7.9 |
| FRIA Support | 15% | 35 | 35 | - | - |
| Data Governance Disclosure | 15% | 40 | 56 | -16 | -2.4 |
| Human Oversight Design | 12% | 58 | 50 | +8 | +1.0 |
| Post-Market Monitoring | 12% | 30 | 55 | -25 | -3.0 |
| Customer Documentation | 8% | 52 | 60 | -8 | -0.6 |
| Total | 100% | 42 (F) | 57 (F) | -15 | -14.4 |
§ 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 | Humanly | 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% | 2 | 1 | Sources on the vendor's own domain | 3 | 0 | Audit reportSources on a separate domain |
| FRIA Support | 15% | 1 | 1 | — | 1 | 1 | Sources on a separate domain |
| Data Governance Disclosure | 15% | 2 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 0 | Sources on the vendor's own domain | 1 | 1 | Sources on a separate domain |
| Post-Market Monitoring | 12% | 1 | 1 | Sources on the vendor's own domain | 2 | 0 | Audit reportSources on a separate domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 12 | 6 | Sources on the vendor's own domain | 12 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain |
Humanly has 18 evidence rows across 7 of 7 criteria — 12 with a source URL, 6 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 Juicebox (PeopleGPT) sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 34 evidence rows on file for these two vendors: 18 for Humanly, across 3 distinct source domains, and 16 for Juicebox (PeopleGPT), across 4 distinct source domains.
- Rubric
- v1.0
- Humanly 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