§ The result
ConverzAI leads Zappyhire by 10 points.
Both filed under Screening, ConverzAI and Zappyhire come out 44 and 34 under rubric v1.0, 10 points in favour of ConverzAI. The 7 criteria split 3 to 2 in favour of ConverzAI, with 2 level: ConverzAI is ahead on Bias Audit Transparency and Zappyhire on Human Oversight Design. One criterion, Bias Audit Transparency, is both the widest raw gap (ConverzAI 72, Zappyhire 28) and the heaviest weighted swing, and at 18% weight it makes up 70% of the weighted advantage ConverzAI holds across the 3 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
Zappyhire
Zappyhire is an AI-powered recruitment automation platform that screens and ranks candidates through resume parsing, a recruiting chatbot, AI assessments, and robotic video interviews, layered on an applicant tracking system.
§ The record
ConverzAI and Zappyhire are both filed under Screening 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. Only Zappyhire is in scope of Mobley v. Workday.
| Record | ConverzAI | Zappyhire |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | IN |
| Founded | 2019 | 2018 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 65% of the movement so far
Bias Audit Transparency
ConverzAI 72 · Zappyhire 28
7.9 weighted points to ConverzAI
12% weight · 86% of the movement so far
Post-Market Monitoring
ConverzAI 50 · Zappyhire 28
2.6 weighted points to ConverzAI
15% weight · 93% of the movement so far
FRIA Support
ConverzAI 30 · Zappyhire 25
0.8 weighted points to ConverzAI
12% weight · 98% of the movement so far
Human Oversight Design
ConverzAI 45 · Zappyhire 50
0.6 weighted points to Zappyhire
15% weight · 100% of the movement so far
Data Governance Disclosure
ConverzAI 40 · Zappyhire 42
0.3 weighted points to Zappyhire
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to +10.4 — the difference between the two totals before either is rounded. Shares are of 12.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +10 beside that +10.4.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is ConverzAI minus Zappyhire.
| Category | Weight | ConverzAI | Zappyhire | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 30 | - | - |
| Bias Audit Transparency | 18% | 72 | 28 | +44 | +7.9 |
| FRIA Support | 15% | 30 | 25 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 40 | 42 | -2 | -0.3 |
| Human Oversight Design | 12% | 45 | 50 | -5 | -0.6 |
| Post-Market Monitoring | 12% | 50 | 28 | +22 | +2.6 |
| Customer Documentation | 8% | 45 | 45 | - | - |
| Total | 100% | 44 (F) | 34 (F) | +10 | +10.4 |
§ 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 | ConverzAI | Zappyhire | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 6 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 2 | 1 | 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% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 3 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Audit reportSources on a separate domain | 1 | 1 | Sources on the vendor's own 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 | 6 | 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; Zappyhire has 18 evidence rows across 7 of 7 criteria — 12 with a source URL, 6 documented absences; some documentation or audit rows for ConverzAI and Zappyhire sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 48 evidence rows on file for these two vendors: 30 for ConverzAI, across 3 distinct source domains, and 18 for Zappyhire, across 2 distinct source domains.
- Rubric
- v1.0
- ConverzAI last reviewed
- September 25, 2026 · HireAIScore editorial team
- Zappyhire 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