§ The result
Metaview leads ConverzAI by 10 points.
Metaview sits 10 points above ConverzAI under rubric v1.0, 54 against 44, with both filed under Screening. ConverzAI takes 1 of the 7 criteria, Post-Market Monitoring among them, against 6 for Metaview, whose share includes Data Governance Disclosure. Even Data Governance Disclosure, the widest raw gap and the heaviest weighted swing (ConverzAI 40, Metaview 60, 15% weight), is only 31% of the weighted advantage Metaview builds across the 6 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
Metaview
Metaview is an AI recruiting platform whose agents transcribe and summarize interviews into structured notes and scorecards, and whose Application Review feature screens and ranks inbound applicants against an auto-generated Ideal Candidate Profile with fit ratings.
§ The record
ConverzAI and Metaview 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 Metaview is in scope of Mobley v. Workday.
| Record | ConverzAI | Metaview |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | GB |
| Founded | 2019 | 2018 |
§ What decides it
The criteria that move the gap, heaviest swing first.
15% weight · 30% of the movement so far
Data Governance Disclosure
ConverzAI 40 · Metaview 60
3.0 weighted points to Metaview
12% weight · 49% of the movement so far
Human Oversight Design
ConverzAI 45 · Metaview 60
1.8 weighted points to Metaview
20% weight · 65% of the movement so far
Article 11 Technical Documentation
ConverzAI 30 · Metaview 38
1.6 weighted points to Metaview
18% weight · 79% of the movement so far
Bias Audit Transparency
ConverzAI 72 · Metaview 80
1.4 weighted points to Metaview
8% weight · 93% of the movement so far
Customer Documentation
ConverzAI 45 · Metaview 62
1.4 weighted points to Metaview
15% weight · 98% of the movement so far
FRIA Support
ConverzAI 30 · Metaview 33
0.4 weighted points to Metaview
12% weight · 100% of the movement so far
Post-Market Monitoring
ConverzAI 50 · Metaview 48
0.2 weighted points to ConverzAI
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -9.4 — the difference between the two totals before either is rounded. Shares are of 9.9 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 -9.4.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is ConverzAI minus Metaview.
| Category | Weight | ConverzAI | Metaview | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 38 | -8 | -1.6 |
| Bias Audit Transparency | 18% | 72 | 80 | -8 | -1.4 |
| FRIA Support | 15% | 30 | 33 | -3 | -0.4 |
| Data Governance Disclosure | 15% | 40 | 60 | -20 | -3.0 |
| Human Oversight Design | 12% | 45 | 60 | -15 | -1.8 |
| Post-Market Monitoring | 12% | 50 | 48 | +2 | +0.2 |
| Customer Documentation | 8% | 45 | 62 | -17 | -1.4 |
| Total | 100% | 44 (F) | 54 (F) | -10 | -9.4 |
§ 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 | Metaview | ||||
|---|---|---|---|---|---|---|---|
| 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 | 0 | Audit reportSources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on a separate domain | 1 | 1 | — |
| 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 | 0 | Sources on the vendor's own 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 | 13 | 3 | 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; Metaview has 16 evidence rows across 7 of 7 criteria — 13 with a source URL, 3 documented absences; some documentation or audit rows for ConverzAI and Metaview 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 Metaview, across 2 distinct source domains.
- Rubric
- v1.0
- ConverzAI last reviewed
- September 25, 2026 · HireAIScore editorial team
- Metaview 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