§ The result
Juicebox (PeopleGPT) leads Wellfound by 5 points.
Juicebox (PeopleGPT) scores 57 and Wellfound 52 under rubric v1.0, a 5-point gap across the Sourcing and Screening cohorts. Juicebox (PeopleGPT) leads 5 of the 7 criteria, including Article 11 Technical Documentation, while Wellfound leads 2, including Post-Market Monitoring. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Juicebox (PeopleGPT) 52, Wellfound 40 — and at a 20% weight it carries 43% of the weighted advantage Juicebox (PeopleGPT) holds across the 5 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
Wellfound
Wellfound is a startup hiring marketplace and AI recruiting platform whose wellfound:ai suite auto-generates screening criteria from a job description, then scores and ranks inbound applicants (AI Resume Screening) and surfaces outbound candidates from a talent graph of 10M opt-in Wellfound profiles plus 500M+ enriched external profiles.
§ The record
Juicebox (PeopleGPT) is filed under Candidate sourcing AI, Wellfound under Screening 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.
| Record | Juicebox (PeopleGPT) | Wellfound |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2022 | 2012 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 37% of the movement so far
Article 11 Technical Documentation
Juicebox (PeopleGPT) 52 · Wellfound 40
2.4 weighted points to Juicebox (PeopleGPT)
15% weight · 63% of the movement so far
Data Governance Disclosure
Juicebox (PeopleGPT) 56 · Wellfound 45
1.6 weighted points to Juicebox (PeopleGPT)
15% weight · 79% of the movement so far
FRIA Support
Juicebox (PeopleGPT) 35 · Wellfound 28
1.1 weighted points to Juicebox (PeopleGPT)
12% weight · 88% of the movement so far
Post-Market Monitoring
Juicebox (PeopleGPT) 55 · Wellfound 60
0.6 weighted points to Wellfound
18% weight · 94% of the movement so far
Bias Audit Transparency
Juicebox (PeopleGPT) 84 · Wellfound 82
0.4 weighted points to Juicebox (PeopleGPT)
12% weight · 98% of the movement so far
Human Oversight Design
Juicebox (PeopleGPT) 50 · Wellfound 52
0.2 weighted points to Wellfound
8% weight · 100% of the movement so far
Customer Documentation
Juicebox (PeopleGPT) 60 · Wellfound 58
0.2 weighted points to Juicebox (PeopleGPT)
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +4.8 — the difference between the two totals before either is rounded. Shares are of 6.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +5 beside that +4.8.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Juicebox (PeopleGPT) minus Wellfound.
| Category | Weight | Juicebox (PeopleGPT) | Wellfound | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 40 | +12 | +2.4 |
| Bias Audit Transparency | 18% | 84 | 82 | +2 | +0.4 |
| FRIA Support | 15% | 35 | 28 | +7 | +1.1 |
| Data Governance Disclosure | 15% | 56 | 45 | +11 | +1.6 |
| Human Oversight Design | 12% | 50 | 52 | -2 | -0.2 |
| Post-Market Monitoring | 12% | 55 | 60 | -5 | -0.6 |
| Customer Documentation | 8% | 60 | 58 | +2 | +0.2 |
| Total | 100% | 57 (F) | 52 (F) | +5 | +4.8 |
§ 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) | Wellfound | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on a separate domain | 2 | 2 | Sources on a separate domain |
| Bias Audit Transparency | 18% | 3 | 0 | Audit reportSources on a separate domain | 5 | 0 | Audit reportSources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on a separate domain | 1 | 2 | — |
| Data Governance Disclosure | 15% | 2 | 0 | Sources on the vendor's own domain | 3 | 2 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 1 | 1 | Sources on a separate domain | 4 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 0 | Audit reportSources on a separate domain | 3 | 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 | 22 | 9 | 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; Wellfound has 27 evidence rows across 7 of 7 criteria — 22 with a source URL, 9 documented absences; some documentation or audit rows for Juicebox (PeopleGPT) and Wellfound sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 43 evidence rows on file for these two vendors: 16 for Juicebox (PeopleGPT), across 4 distinct source domains, and 27 for Wellfound, across 3 distinct source domains.
- Rubric
- v1.0
- Juicebox (PeopleGPT) last reviewed
- June 7, 2026 · HireAIScore editorial team
- Wellfound last reviewed
- August 2, 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