§ The result
ConverzAI leads Arena Analytics by 12 points.
Both filed under Screening, ConverzAI and Arena Analytics come out 44 and 32 under rubric v1.0, 12 points in favour of ConverzAI. The 7 criteria split 5 to 1 in favour of ConverzAI, with 1 level: ConverzAI is ahead on Bias Audit Transparency and Arena Analytics on Data Governance Disclosure. One criterion, Bias Audit Transparency, is both the widest raw gap (Arena Analytics 25, ConverzAI 72) and the heaviest weighted swing, and at 18% weight it makes up 64% of the weighted advantage ConverzAI holds across the 5 criteria it leads.
Vendor profile
Arena Analytics
Arena scores job applicants, mainly for healthcare and senior-living employers, on how likely they are to show up and stay in a specific role at a specific location, reroutes and sources candidates it rates likely to be retained, and applies the same outcome models to employee flight risk and internal mobility.
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.
§ The record
Arena Analytics and ConverzAI are both filed under Screening AI. They also share 1 secondary category: Sourcing.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773. Only Arena Analytics is in scope of Mobley v. Workday.
| Record | Arena Analytics | ConverzAI |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | US |
| Founded | 2015 | 2019 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 62% of the movement so far
Bias Audit Transparency
Arena Analytics 25 · ConverzAI 72
8.5 weighted points to ConverzAI
12% weight · 82% of the movement so far
Post-Market Monitoring
Arena Analytics 28 · ConverzAI 50
2.6 weighted points to ConverzAI
12% weight · 88% of the movement so far
Human Oversight Design
Arena Analytics 38 · ConverzAI 45
0.8 weighted points to ConverzAI
15% weight · 94% of the movement so far
FRIA Support
Arena Analytics 25 · ConverzAI 30
0.8 weighted points to ConverzAI
8% weight · 98% of the movement so far
Customer Documentation
Arena Analytics 38 · ConverzAI 45
0.6 weighted points to ConverzAI
15% weight · 100% of the movement so far
Data Governance Disclosure
Arena Analytics 42 · ConverzAI 40
0.3 weighted points to Arena Analytics
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -12.9 — the difference between the two totals before either is rounded. Shares are of 13.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -12 beside that -12.9.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Arena Analytics minus ConverzAI.
| Category | Weight | Arena Analytics | ConverzAI | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 30 | - | - |
| Bias Audit Transparency | 18% | 25 | 72 | -47 | -8.5 |
| FRIA Support | 15% | 25 | 30 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 42 | 40 | +2 | +0.3 |
| Human Oversight Design | 12% | 38 | 45 | -7 | -0.8 |
| Post-Market Monitoring | 12% | 28 | 50 | -22 | -2.6 |
| Customer Documentation | 8% | 38 | 45 | -7 | -0.6 |
| Total | 100% | 32 (F) | 44 (F) | -12 | -12.9 |
§ 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 | Arena Analytics | ConverzAI | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on a separate domain | 2 | 1 | Sources on a separate domain |
| Bias Audit Transparency | 18% | 2 | 1 | — | 6 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on a separate domain |
| Data Governance Disclosure | 15% | 6 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 6 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 3 | 1 | Audit reportSources on a separate domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 23 | 7 | Sources on the vendor's own domainSources on a separate domain | 24 | 6 | Audit reportSources on the vendor's own domainSources on a separate domain |
Arena Analytics has 30 evidence rows across 7 of 7 criteria — 23 with a source URL, 7 documented absences; ConverzAI has 30 evidence rows across 7 of 7 criteria — 24 with a source URL, 6 documented absences; some documentation or audit rows for Arena Analytics and ConverzAI sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 60 evidence rows on file for these two vendors: 30 for Arena Analytics, across 3 distinct source domains, and 30 for ConverzAI, across 3 distinct source domains.
- Rubric
- v1.0
- Arena Analytics last reviewed
- September 25, 2026 · HireAIScore editorial team
- ConverzAI 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