§ The result
PageUp leads Juicebox (PeopleGPT) by 7 points.
PageUp scores 64 (D) and Juicebox (PeopleGPT) 57 (F) under rubric v1.0, a 7-point gap across the ATS-integrated and Sourcing cohorts. The 7 criteria split 5 to 1 in favour of PageUp, with 1 level: PageUp is ahead on Article 11 Technical Documentation and Juicebox (PeopleGPT) on Bias Audit Transparency. One criterion, Article 11 Technical Documentation, is both the widest raw gap (Juicebox (PeopleGPT) 52, PageUp 74) and the heaviest weighted swing, and at 20% weight it makes up 54% of the weighted advantage PageUp holds across the 5 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
PageUp
PageUp is an enterprise talent acquisition suite (ATS, recruitment marketing/CRM, onboarding, learning and performance). Its AI Skills Matching sorts each applicant's resume against skills taken from the job ad into five bands, from Excellent Match to Not a Match, and recruiters reach those results through Paige, its conversational assistant.
§ The record
Juicebox (PeopleGPT) is filed under Candidate sourcing AI, PageUp under ATS-integrated 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.
| Record | Juicebox (PeopleGPT) | PageUp |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | AU |
| Founded | 2022 | 1997 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 50% of the movement so far
Article 11 Technical Documentation
Juicebox (PeopleGPT) 52 · PageUp 74
4.4 weighted points to PageUp
12% weight · 69% of the movement so far
Human Oversight Design
Juicebox (PeopleGPT) 50 · PageUp 64
1.7 weighted points to PageUp
15% weight · 81% of the movement so far
Data Governance Disclosure
Juicebox (PeopleGPT) 56 · PageUp 63
1.1 weighted points to PageUp
15% weight · 89% of the movement so far
FRIA Support
Juicebox (PeopleGPT) 35 · PageUp 40
0.8 weighted points to PageUp
18% weight · 97% of the movement so far
Bias Audit Transparency
Juicebox (PeopleGPT) 84 · PageUp 80
0.7 weighted points to Juicebox (PeopleGPT)
8% weight · 100% of the movement so far
Customer Documentation
Juicebox (PeopleGPT) 60 · PageUp 63
0.2 weighted points to PageUp
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -7.4 — the difference between the two totals before either is rounded. Shares are of 8.8 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -7 beside that -7.4.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Juicebox (PeopleGPT) minus PageUp.
| Category | Weight | Juicebox (PeopleGPT) | PageUp | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 74 | -22 | -4.4 |
| Bias Audit Transparency | 18% | 84 | 80 | +4 | +0.7 |
| FRIA Support | 15% | 35 | 40 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 56 | 63 | -7 | -1.1 |
| Human Oversight Design | 12% | 50 | 64 | -14 | -1.7 |
| Post-Market Monitoring | 12% | 55 | 55 | - | - |
| Customer Documentation | 8% | 60 | 63 | -3 | -0.2 |
| Total | 100% | 57 (F) | 64 (D) | -7 | -7.4 |
§ 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 | Juicebox (PeopleGPT) | PageUp | ||||
|---|---|---|---|---|---|---|---|
| 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 | 0 | Audit reportSources on a separate 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 | 4 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 1 | 1 | Sources on a separate domain | 4 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 0 | Audit reportSources on a separate domain | 4 | 1 | Audit reportSources on the vendor's own domainSources on a separate 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 | 24 | 4 | Audit reportSources 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; PageUp has 28 evidence rows across 7 of 7 criteria — 24 with a source URL, 4 documented absences; some documentation or audit rows for Juicebox (PeopleGPT) and PageUp sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 44 evidence rows on file for these two vendors: 16 for Juicebox (PeopleGPT), across 4 distinct source domains, and 28 for PageUp, across 2 distinct source domains.
- Rubric
- v1.0
- Juicebox (PeopleGPT) last reviewed
- June 7, 2026 · HireAIScore editorial team
- PageUp 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