§ The result
Juicebox (PeopleGPT) leads Versant by Pearson by 8 points.
Juicebox (PeopleGPT) scores 57 and Versant by Pearson 49 under rubric v1.0, an 8-point gap across the Sourcing and Assessment cohorts. Versant by Pearson takes 3 of the 7 criteria, Article 11 Technical Documentation among them, against 4 for Juicebox (PeopleGPT), whose share includes Bias Audit Transparency. One criterion, Bias Audit Transparency, is both the widest raw gap (Juicebox (PeopleGPT) 84, Versant by Pearson 42) and the heaviest weighted swing, and at 18% weight it makes up 74% of the weighted advantage Juicebox (PeopleGPT) holds across the 4 criteria it leads.
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
Versant by Pearson
Versant by Pearson is a suite of AI-scored English proficiency tests (plus spoken Spanish, French, Arabic and Dutch) that automatically score candidates' spoken and written responses on Pearson's Global Scale of English within minutes, used by employers such as contact centres and BPOs to screen applicants and benchmark staff through the ScoreKeeper dashboard.
§ The record
Juicebox (PeopleGPT) is filed under Candidate sourcing AI, Versant by Pearson under Assessment AI. They also share 1 secondary category: Screening.
Both are in scope of EU AI Act, Colorado AI Act, NYC LL 144 and Illinois HB 3773. Only Versant by Pearson is in scope of Mobley v. Workday.
| Record | Juicebox (PeopleGPT) | Versant by Pearson |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | GB |
| Founded | 2022 | 1844 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 57% of the movement so far
Bias Audit Transparency
Juicebox (PeopleGPT) 84 · Versant by Pearson 42
7.6 weighted points to Juicebox (PeopleGPT)
20% weight · 74% of the movement so far
Article 11 Technical Documentation
Juicebox (PeopleGPT) 52 · Versant by Pearson 63
2.2 weighted points to Versant by Pearson
12% weight · 85% of the movement so far
Post-Market Monitoring
Juicebox (PeopleGPT) 55 · Versant by Pearson 43
1.4 weighted points to Juicebox (PeopleGPT)
15% weight · 91% of the movement so far
FRIA Support
Juicebox (PeopleGPT) 35 · Versant by Pearson 30
0.8 weighted points to Juicebox (PeopleGPT)
12% weight · 96% of the movement so far
Human Oversight Design
Juicebox (PeopleGPT) 50 · Versant by Pearson 56
0.7 weighted points to Versant by Pearson
15% weight · 99% of the movement so far
Data Governance Disclosure
Juicebox (PeopleGPT) 56 · Versant by Pearson 53
0.4 weighted points to Juicebox (PeopleGPT)
8% weight · 100% of the movement so far
Customer Documentation
Juicebox (PeopleGPT) 60 · Versant by Pearson 61
0.1 weighted points to Versant by Pearson
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +7.2 — the difference between the two totals before either is rounded. Shares are of 13.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +8 beside that +7.2.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Juicebox (PeopleGPT) minus Versant by Pearson.
| Category | Weight | Juicebox (PeopleGPT) | Versant by Pearson | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 63 | -11 | -2.2 |
| Bias Audit Transparency | 18% | 84 | 42 | +42 | +7.6 |
| FRIA Support | 15% | 35 | 30 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 56 | 53 | +3 | +0.4 |
| Human Oversight Design | 12% | 50 | 56 | -6 | -0.7 |
| Post-Market Monitoring | 12% | 55 | 43 | +12 | +1.4 |
| Customer Documentation | 8% | 60 | 61 | -1 | -0.1 |
| Total | 100% | 57 (F) | 49 (F) | +8 | +7.2 |
§ 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) | Versant by Pearson | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 0 | Audit reportSources on a separate domain | 4 | 1 | Sources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 2 | 0 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 1 | 1 | Sources on a separate domain | 5 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 0 | Audit reportSources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 4 | 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 | 23 | 6 | Sources on the vendor's own domainSources on a separate domain |
Juicebox (PeopleGPT) has 16 evidence rows across 7 of 7 criteria — 12 with a source URL, 4 documented absences; Versant by Pearson has 29 evidence rows across 7 of 7 criteria — 23 with a source URL, 6 documented absences; some documentation or audit rows for Juicebox (PeopleGPT) and Versant by Pearson 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: 16 for Juicebox (PeopleGPT), across 4 distinct source domains, and 29 for Versant by Pearson, across 2 distinct source domains.
- Rubric
- v1.0
- Juicebox (PeopleGPT) last reviewed
- June 7, 2026 · HireAIScore editorial team
- Versant by Pearson 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.