§ The result
1 point separates Testlify and ConverzAI.
Testlify (Assessment) edges ConverzAI (Screening) by 1 point under rubric v1.0, 45 to 44. ConverzAI takes 2 of the 7 criteria, Bias Audit Transparency among them, against 5 for Testlify, whose share includes Article 11 Technical Documentation. The widest raw gap and the heaviest weighted swing are the same criterion, Bias Audit Transparency, and ConverzAI holds it (ConverzAI 72, Testlify 30, 18% weight), worth 89% of the weighted advantage ConverzAI builds across the 2 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
Testlify
Testlify is a skills-assessment and AI-interviewing platform that ranks candidates on a scored leaderboard from pre-built or AI-generated tests, with an AI résumé screener, AI-scored video, voice and chat interviews, and AI-assisted proctoring.
§ The record
ConverzAI is filed under Screening AI, Testlify under Assessment 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 Testlify is in scope of Mobley v. Workday.
| Record | ConverzAI | Testlify |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | US | US |
| Founded | 2019 | 2022 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 42% of the movement so far
Bias Audit Transparency
ConverzAI 72 · Testlify 30
7.6 weighted points to ConverzAI
20% weight · 66% of the movement so far
Article 11 Technical Documentation
ConverzAI 30 · Testlify 52
4.4 weighted points to Testlify
15% weight · 79% of the movement so far
Data Governance Disclosure
ConverzAI 40 · Testlify 55
2.3 weighted points to Testlify
12% weight · 86% of the movement so far
Human Oversight Design
ConverzAI 45 · Testlify 55
1.2 weighted points to Testlify
8% weight · 92% of the movement so far
Customer Documentation
ConverzAI 45 · Testlify 60
1.2 weighted points to Testlify
12% weight · 98% of the movement so far
Post-Market Monitoring
ConverzAI 50 · Testlify 42
1.0 weighted points to ConverzAI
15% weight · 100% of the movement so far
FRIA Support
ConverzAI 30 · Testlify 33
0.4 weighted points to Testlify
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -1.0 — the difference between the two totals before either is rounded. Shares are of 18.0 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -1 beside that -1.0.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is ConverzAI minus Testlify.
| Category | Weight | ConverzAI | Testlify | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 52 | -22 | -4.4 |
| Bias Audit Transparency | 18% | 72 | 30 | +42 | +7.6 |
| FRIA Support | 15% | 30 | 33 | -3 | -0.4 |
| Data Governance Disclosure | 15% | 40 | 55 | -15 | -2.3 |
| Human Oversight Design | 12% | 45 | 55 | -10 | -1.2 |
| Post-Market Monitoring | 12% | 50 | 42 | +8 | +1.0 |
| Customer Documentation | 8% | 45 | 60 | -15 | -1.2 |
| Total | 100% | 44 (F) | 45 (F) | -1 | -1.0 |
§ 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 | ConverzAI | Testlify | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on a separate domain | 4 | 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 | 3 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on a separate domain | 2 | 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 | 6 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 1 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Audit reportSources on a separate domain | 5 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 5 | 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 | 31 | 5 | Audit reportSources on the vendor's own domain |
ConverzAI has 30 evidence rows across 7 of 7 criteria — 24 with a source URL, 6 documented absences; Testlify has 36 evidence rows across 7 of 7 criteria — 31 with a source URL, 5 documented absences; some documentation or audit rows for ConverzAI sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 66 evidence rows on file for these two vendors: 30 for ConverzAI, across 3 distinct source domains, and 36 for Testlify, across 1 distinct source domain.
- Rubric
- v1.0
- ConverzAI last reviewed
- September 25, 2026 · HireAIScore editorial team
- Testlify 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