§ The result
Juicebox (PeopleGPT) takes the total, Indeed takes more of the criteria.
Juicebox (PeopleGPT) finishes 7 points ahead of Indeed under rubric v1.0, 57 to 50, both scored as Sourcing entries. Indeed leads more of the criteria, 5 against 2 for Juicebox (PeopleGPT), yet Juicebox (PeopleGPT) takes Bias Audit Transparency, which carries 18% of the rubric, and the weighted sum with it. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Indeed 38, Juicebox (PeopleGPT) 84 — and at an 18% weight it carries 82% of the weighted advantage Juicebox (PeopleGPT) holds across the 2 criteria on that side of the table.
Vendor profile
Indeed
Job marketplace whose employer-side AI (the Talent Scout agent, Sourcing Assistant, Smart Screening and candidate matching) sources, ranks and scores candidates from Indeed's profile pool and applicant flow and drafts outreach to them.
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.
§ The record
Indeed and Juicebox (PeopleGPT) are both filed under Candidate sourcing 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 | Indeed | Juicebox (PeopleGPT) |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2004 | 2022 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 60% of the movement so far
Bias Audit Transparency
Indeed 38 · Juicebox (PeopleGPT) 84
8.3 weighted points to Juicebox (PeopleGPT)
12% weight · 72% of the movement so far
Post-Market Monitoring
Indeed 40 · Juicebox (PeopleGPT) 55
1.8 weighted points to Juicebox (PeopleGPT)
12% weight · 84% of the movement so far
Human Oversight Design
Indeed 63 · Juicebox (PeopleGPT) 50
1.6 weighted points to Indeed
20% weight · 92% of the movement so far
Article 11 Technical Documentation
Indeed 58 · Juicebox (PeopleGPT) 52
1.2 weighted points to Indeed
15% weight · 96% of the movement so far
FRIA Support
Indeed 38 · Juicebox (PeopleGPT) 35
0.4 weighted points to Indeed
8% weight · 98% of the movement so far
Customer Documentation
Indeed 64 · Juicebox (PeopleGPT) 60
0.3 weighted points to Indeed
15% weight · 100% of the movement so far
Data Governance Disclosure
Indeed 58 · Juicebox (PeopleGPT) 56
0.3 weighted points to Indeed
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -6.2 — the difference between the two totals before either is rounded. Shares are of 13.9 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 -6.2.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Indeed minus Juicebox (PeopleGPT).
| Category | Weight | Indeed | Juicebox (PeopleGPT) | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 52 | +6 | +1.2 |
| Bias Audit Transparency | 18% | 38 | 84 | -46 | -8.3 |
| FRIA Support | 15% | 38 | 35 | +3 | +0.4 |
| Data Governance Disclosure | 15% | 58 | 56 | +2 | +0.3 |
| Human Oversight Design | 12% | 63 | 50 | +13 | +1.6 |
| Post-Market Monitoring | 12% | 40 | 55 | -15 | -1.8 |
| Customer Documentation | 8% | 64 | 60 | +4 | +0.3 |
| Total | 100% | 50 (F) | 57 (F) | -7 | -6.2 |
§ 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 | Indeed | Juicebox (PeopleGPT) | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 5 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on a separate domain |
| Bias Audit Transparency | 18% | 4 | 2 | Sources on a separate domain | 3 | 0 | Audit reportSources on a separate domain |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on a separate domain |
| Data Governance Disclosure | 15% | 6 | 0 | Sources on the vendor's own domainSources on a separate domain | 2 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 7 | 0 | Sources on the vendor's own domain | 1 | 1 | Sources on a separate domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domainSources on a separate domain | 2 | 0 | Audit reportSources on a separate domain |
| Customer Documentation | 8% | 7 | 0 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 36 | 5 | Sources on the vendor's own domainSources on a separate domain | 12 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain |
Indeed has 40 evidence rows across 7 of 7 criteria — 36 with a source URL, 5 documented absences; Juicebox (PeopleGPT) has 16 evidence rows across 7 of 7 criteria — 12 with a source URL, 4 documented absences; some documentation or audit rows for Indeed and Juicebox (PeopleGPT) sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 56 evidence rows on file for these two vendors: 40 for Indeed, across 5 distinct source domains, and 16 for Juicebox (PeopleGPT), across 4 distinct source domains.
- Rubric
- v1.0
- Indeed last reviewed
- September 25, 2026 · HireAIScore editorial team
- Juicebox (PeopleGPT) 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