§ The result
Juicebox (PeopleGPT) leads Paycor by 17 points.
Juicebox (PeopleGPT) finishes 17 points clear of Paycor under rubric v1.0 — 57 against 40 — across the Sourcing and ATS-integrated cohorts. Paycor takes 1 of the 7 criteria, Human Oversight Design among them, against 6 for Juicebox (PeopleGPT), whose share includes Bias Audit Transparency. One criterion, Bias Audit Transparency, is both the widest raw gap (Juicebox (PeopleGPT) 84, Paycor 25) and the heaviest weighted swing, and at 18% weight it makes up 60% of the weighted advantage Juicebox (PeopleGPT) holds across the 6 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
Paycor
Paycor, a Paychex company, sells a mid-market HR and payroll suite whose recruiting tools include the Paycor Recruiting ATS, Paycor Smart Sourcing (formerly Talenya), which uses AI to build a prioritized list of passive and active candidates for each role and automate outreach, and a WISE assistant that phone-screens candidates and scores their answers.
§ The record
Juicebox (PeopleGPT) is filed under Candidate sourcing AI, Paycor 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) | Paycor |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2022 | 1990 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 58% of the movement so far
Bias Audit Transparency
Juicebox (PeopleGPT) 84 · Paycor 25
10.6 weighted points to Juicebox (PeopleGPT)
20% weight · 72% of the movement so far
Article 11 Technical Documentation
Juicebox (PeopleGPT) 52 · Paycor 40
2.4 weighted points to Juicebox (PeopleGPT)
12% weight · 83% of the movement so far
Post-Market Monitoring
Juicebox (PeopleGPT) 55 · Paycor 38
2.0 weighted points to Juicebox (PeopleGPT)
15% weight · 90% of the movement so far
FRIA Support
Juicebox (PeopleGPT) 35 · Paycor 27
1.2 weighted points to Juicebox (PeopleGPT)
15% weight · 94% of the movement so far
Data Governance Disclosure
Juicebox (PeopleGPT) 56 · Paycor 50
0.9 weighted points to Juicebox (PeopleGPT)
12% weight · 98% of the movement so far
Human Oversight Design
Juicebox (PeopleGPT) 50 · Paycor 55
0.6 weighted points to Paycor
8% weight · 100% of the movement so far
Customer Documentation
Juicebox (PeopleGPT) 60 · Paycor 55
0.4 weighted points to Juicebox (PeopleGPT)
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +17.0 — the difference between the two totals before either is rounded. Shares are of 18.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +17 beside that +17.0.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Juicebox (PeopleGPT) minus Paycor.
| Category | Weight | Juicebox (PeopleGPT) | Paycor | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 40 | +12 | +2.4 |
| Bias Audit Transparency | 18% | 84 | 25 | +59 | +10.6 |
| FRIA Support | 15% | 35 | 27 | +8 | +1.2 |
| Data Governance Disclosure | 15% | 56 | 50 | +6 | +0.9 |
| Human Oversight Design | 12% | 50 | 55 | -5 | -0.6 |
| Post-Market Monitoring | 12% | 55 | 38 | +17 | +2.0 |
| Customer Documentation | 8% | 60 | 55 | +5 | +0.4 |
| Total | 100% | 57 (F) | 40 (F) | +17 | +17.0 |
§ 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) | Paycor | ||||
|---|---|---|---|---|---|---|---|
| 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 domainSources on a separate domain |
| Bias Audit Transparency | 18% | 3 | 0 | Audit reportSources on a separate domain | 3 | 1 | — |
| 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 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 1 | 1 | Sources on a separate domain | 6 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Post-Market Monitoring | 12% | 2 | 0 | Audit reportSources on a separate domain | 3 | 1 | Sources 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 | 6 | 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; Paycor has 30 evidence rows across 7 of 7 criteria — 24 with a source URL, 6 documented absences; some documentation or audit rows for Juicebox (PeopleGPT) and Paycor sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 46 evidence rows on file for these two vendors: 16 for Juicebox (PeopleGPT), across 4 distinct source domains, and 30 for Paycor, across 6 distinct source domains.
- Rubric
- v1.0
- Juicebox (PeopleGPT) last reviewed
- June 7, 2026 · HireAIScore editorial team
- Paycor 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