§ The result
ConverzAI takes the total, Manatal takes more of the criteria.
ConverzAI (Screening) edges Manatal (ATS-integrated) by 3 points under rubric v1.0, 44 to 41. Manatal leads more of the criteria than ConverzAI — 5 to 2 — but Bias Audit Transparency, which ConverzAI leads, carries 18% of the rubric, and the weighted sum still falls to ConverzAI. One criterion, Bias Audit Transparency, is both the widest raw gap (ConverzAI 72, Manatal 22) and the heaviest weighted swing, and at 18% weight it makes up 91% of the weighted advantage ConverzAI holds 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
Manatal
Cloud-based applicant tracking system and recruitment CRM for agencies and HR teams, featuring an AI engine that scores and ranks candidates against job requirements and an asynchronous AI video Interviewer.
§ The record
ConverzAI is filed under Screening AI, Manatal under ATS-integrated 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 Manatal is in scope of Mobley v. Workday.
| Record | ConverzAI | Manatal |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | US | TH |
| Founded | 2019 | 2019 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 57% of the movement so far
Bias Audit Transparency
ConverzAI 72 · Manatal 22
9.0 weighted points to ConverzAI
15% weight · 68% of the movement so far
Data Governance Disclosure
ConverzAI 40 · Manatal 52
1.8 weighted points to Manatal
12% weight · 79% of the movement so far
Human Oversight Design
ConverzAI 45 · Manatal 60
1.8 weighted points to Manatal
8% weight · 88% of the movement so far
Customer Documentation
ConverzAI 45 · Manatal 62
1.4 weighted points to Manatal
12% weight · 93% of the movement so far
Post-Market Monitoring
ConverzAI 50 · Manatal 43
0.8 weighted points to ConverzAI
20% weight · 97% of the movement so far
Article 11 Technical Documentation
ConverzAI 30 · Manatal 33
0.6 weighted points to Manatal
15% weight · 100% of the movement so far
FRIA Support
ConverzAI 30 · Manatal 33
0.4 weighted points to Manatal
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +3.8 — the difference between the two totals before either is rounded. Shares are of 15.8 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +3 beside that +3.8.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is ConverzAI minus Manatal.
| Category | Weight | ConverzAI | Manatal | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 33 | -3 | -0.6 |
| Bias Audit Transparency | 18% | 72 | 22 | +50 | +9.0 |
| FRIA Support | 15% | 30 | 33 | -3 | -0.4 |
| Data Governance Disclosure | 15% | 40 | 52 | -12 | -1.8 |
| Human Oversight Design | 12% | 45 | 60 | -15 | -1.8 |
| Post-Market Monitoring | 12% | 50 | 43 | +7 | +0.8 |
| Customer Documentation | 8% | 45 | 62 | -17 | -1.4 |
| Total | 100% | 44 (F) | 41 (F) | +3 | +3.8 |
§ 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 | Manatal | ||||
|---|---|---|---|---|---|---|---|
| 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 | 1 | 1 | — |
| 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 | 3 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Audit reportSources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 24 | 6 | Audit reportSources on the vendor's own domainSources on a separate domain | 15 | 5 | Sources on the vendor's own domain |
ConverzAI has 30 evidence rows across 7 of 7 criteria — 24 with a source URL, 6 documented absences; Manatal has 20 evidence rows across 7 of 7 criteria — 15 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 50 evidence rows on file for these two vendors: 30 for ConverzAI, across 3 distinct source domains, and 20 for Manatal, across 1 distinct source domain.
- Rubric
- v1.0
- ConverzAI last reviewed
- September 25, 2026 · HireAIScore editorial team
- Manatal last reviewed
- July 17, 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