§ The result
Juicebox (PeopleGPT) leads VidCruiter by 9 points.
Juicebox (PeopleGPT) scores 57 and VidCruiter 48 under rubric v1.0, a 9-point gap across the Sourcing and Video interview cohorts. Juicebox (PeopleGPT) leads 3 of the 7 criteria, including Bias Audit Transparency, while VidCruiter leads 2, including Human Oversight Design, and 2 are level. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Juicebox (PeopleGPT) 84, VidCruiter 38 — and at an 18% weight it carries 73% of the weighted advantage Juicebox (PeopleGPT) holds across the 3 criteria on that side of the table.
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.
Vendor profile
VidCruiter
VidCruiter is an enterprise recruitment platform combining live and pre-recorded video interviewing, structured interview workflows, automated scheduling, skills testing, automated reference checks, and AI features such as transcript-based AI Interview Scoring, AI Interview Notes, and AI fraud detection.
§ The record
Juicebox (PeopleGPT) is filed under Candidate sourcing AI, VidCruiter under Video interview AI. They also share 1 secondary category: ATS-integrated.
Both are in scope of EU AI Act, Colorado AI Act, NYC LL 144 and Illinois HB 3773. Only VidCruiter is in scope of Mobley v. Workday.
| Record | Juicebox (PeopleGPT) | VidCruiter |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | CA |
| Founded | 2022 | 2012 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 59% of the movement so far
Bias Audit Transparency
Juicebox (PeopleGPT) 84 · VidCruiter 38
8.3 weighted points to Juicebox (PeopleGPT)
12% weight · 78% of the movement so far
Post-Market Monitoring
Juicebox (PeopleGPT) 55 · VidCruiter 33
2.6 weighted points to Juicebox (PeopleGPT)
12% weight · 88% of the movement so far
Human Oversight Design
Juicebox (PeopleGPT) 50 · VidCruiter 62
1.4 weighted points to VidCruiter
20% weight · 97% of the movement so far
Article 11 Technical Documentation
Juicebox (PeopleGPT) 52 · VidCruiter 58
1.2 weighted points to VidCruiter
15% weight · 100% of the movement so far
FRIA Support
Juicebox (PeopleGPT) 35 · VidCruiter 32
0.4 weighted points to Juicebox (PeopleGPT)
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to +8.7 — the difference between the two totals before either is rounded. Shares are of 14.0 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 +8.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Juicebox (PeopleGPT) minus VidCruiter.
| Category | Weight | Juicebox (PeopleGPT) | VidCruiter | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 58 | -6 | -1.2 |
| Bias Audit Transparency | 18% | 84 | 38 | +46 | +8.3 |
| FRIA Support | 15% | 35 | 32 | +3 | +0.4 |
| Data Governance Disclosure | 15% | 56 | 56 | - | - |
| Human Oversight Design | 12% | 50 | 62 | -12 | -1.4 |
| Post-Market Monitoring | 12% | 55 | 33 | +22 | +2.6 |
| Customer Documentation | 8% | 60 | 60 | - | - |
| Total | 100% | 57 (F) | 48 (F) | +9 | +8.7 |
§ 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 | Juicebox (PeopleGPT) | VidCruiter | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 0 | Audit reportSources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 2 | 0 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 1 | 1 | Sources on a separate domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 0 | Audit reportSources on a separate domain | 1 | 1 | — |
| 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 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain | 12 | 6 | Sources on the vendor's own domain |
Juicebox (PeopleGPT) has 16 evidence rows across 7 of 7 criteria — 12 with a source URL, 4 documented absences; VidCruiter has 18 evidence rows across 7 of 7 criteria — 12 with a source URL, 6 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: 16 for Juicebox (PeopleGPT), across 4 distinct source domains, and 18 for VidCruiter, across 2 distinct source domains.
- Rubric
- v1.0
- Juicebox (PeopleGPT) last reviewed
- June 7, 2026 · HireAIScore editorial team
- VidCruiter 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