§ The result
Juicebox (PeopleGPT) leads ConverzAI on all 7 criteria.
Juicebox (PeopleGPT), filed under Sourcing, comes out 13 points above ConverzAI, filed under Screening: 57 against 44 under rubric v1.0. Juicebox (PeopleGPT) leads every one of the 7 criteria, ConverzAI none of them, and the closest of the 7 is FRIA Support, ConverzAI 30 to Juicebox (PeopleGPT) 35. The advantage Juicebox (PeopleGPT) holds is spread out: Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing (ConverzAI 30, Juicebox (PeopleGPT) 52, 20% weight), yet it supplies only 36% of the weighted points Juicebox (PeopleGPT) gains across the 7 criteria it leads.
Vendor profile
ConverzAI
ConverzAI's Virtual Recruiter is an agentic voice, SMS and email AI agent for staffing firms. It contacts applicants within minutes, runs role-specific screening interviews, scores candidates' fit to open jobs and updates the firm's ATS.
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
ConverzAI is filed under Screening AI, Juicebox (PeopleGPT) under Candidate sourcing AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773.
| Record | ConverzAI | Juicebox (PeopleGPT) |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2019 | 2022 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 36% of the movement so far
Article 11 Technical Documentation
ConverzAI 30 · Juicebox (PeopleGPT) 52
4.4 weighted points to Juicebox (PeopleGPT)
15% weight · 56% of the movement so far
Data Governance Disclosure
ConverzAI 40 · Juicebox (PeopleGPT) 56
2.4 weighted points to Juicebox (PeopleGPT)
18% weight · 74% of the movement so far
Bias Audit Transparency
ConverzAI 72 · Juicebox (PeopleGPT) 84
2.2 weighted points to Juicebox (PeopleGPT)
8% weight · 84% of the movement so far
Customer Documentation
ConverzAI 45 · Juicebox (PeopleGPT) 60
1.2 weighted points to Juicebox (PeopleGPT)
15% weight · 90% of the movement so far
FRIA Support
ConverzAI 30 · Juicebox (PeopleGPT) 35
0.8 weighted points to Juicebox (PeopleGPT)
12% weight · 95% of the movement so far
Human Oversight Design
ConverzAI 45 · Juicebox (PeopleGPT) 50
0.6 weighted points to Juicebox (PeopleGPT)
12% weight · 100% of the movement so far
Post-Market Monitoring
ConverzAI 50 · Juicebox (PeopleGPT) 55
0.6 weighted points to Juicebox (PeopleGPT)
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -12.1 — the difference between the two totals before either is rounded. Shares are of 12.1 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -13 beside that -12.1.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is ConverzAI minus Juicebox (PeopleGPT).
| Category | Weight | ConverzAI | Juicebox (PeopleGPT) | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 52 | -22 | -4.4 |
| Bias Audit Transparency | 18% | 72 | 84 | -12 | -2.2 |
| FRIA Support | 15% | 30 | 35 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 40 | 56 | -16 | -2.4 |
| Human Oversight Design | 12% | 45 | 50 | -5 | -0.6 |
| Post-Market Monitoring | 12% | 50 | 55 | -5 | -0.6 |
| Customer Documentation | 8% | 45 | 60 | -15 | -1.2 |
| Total | 100% | 44 (F) | 57 (F) | -13 | -12.1 |
§ 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 | ConverzAI | Juicebox (PeopleGPT) | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on a separate domain | 1 | 1 | Sources on a separate domain |
| Bias Audit Transparency | 18% | 6 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 3 | 0 | Audit reportSources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on a separate domain | 1 | 1 | Sources on a separate domain |
| Data Governance Disclosure | 15% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 2 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on a separate domain |
| Post-Market Monitoring | 12% | 3 | 1 | Audit reportSources on a separate domain | 2 | 0 | Audit reportSources on a separate domain |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 24 | 6 | Audit reportSources on the vendor's own domainSources on a separate domain | 12 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain |
ConverzAI has 30 evidence rows across 7 of 7 criteria — 24 with a source URL, 6 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 ConverzAI and Juicebox (PeopleGPT) 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: 30 for ConverzAI, across 3 distinct source domains, and 16 for Juicebox (PeopleGPT), across 4 distinct source domains.
- Rubric
- v1.0
- ConverzAI 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