§ The result
LinkedIn Recruiter leads ConverzAI by 13 points.
LinkedIn Recruiter sits 13 points above ConverzAI under rubric v1.0 — 57 against 44 — with LinkedIn Recruiter filed under Sourcing and ConverzAI under Screening. LinkedIn Recruiter leads 5 of the 7 criteria, including Article 11 Technical Documentation, while ConverzAI leads 1, including Bias Audit Transparency, and 1 is level. One criterion, Article 11 Technical Documentation, is both the widest raw gap (ConverzAI 30, LinkedIn Recruiter 67) and the heaviest weighted swing, and at 20% weight it makes up 46% of the weighted advantage LinkedIn Recruiter holds across the 5 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
LinkedIn Recruiter
LinkedIn Recruiter is LinkedIn's enterprise sourcing and candidate-management platform, whose Hiring Assistant add-on and AI-Assisted Search use AI to turn intake notes into qualifications, source and rank candidates, evaluate applicants against recruiter-set qualifications, and draft or send outreach.
§ The record
ConverzAI is filed under Screening AI, LinkedIn Recruiter under Candidate sourcing 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.
| Record | ConverzAI | LinkedIn Recruiter |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | US |
| Founded | 2019 | 2002 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 37% of the movement so far
Article 11 Technical Documentation
ConverzAI 30 · LinkedIn Recruiter 67
7.4 weighted points to LinkedIn Recruiter
18% weight · 56% of the movement so far
Bias Audit Transparency
ConverzAI 72 · LinkedIn Recruiter 50
4.0 weighted points to ConverzAI
15% weight · 73% of the movement so far
Data Governance Disclosure
ConverzAI 40 · LinkedIn Recruiter 62
3.3 weighted points to LinkedIn Recruiter
12% weight · 85% of the movement so far
Human Oversight Design
ConverzAI 45 · LinkedIn Recruiter 66
2.5 weighted points to LinkedIn Recruiter
8% weight · 94% of the movement so far
Customer Documentation
ConverzAI 45 · LinkedIn Recruiter 68
1.8 weighted points to LinkedIn Recruiter
15% weight · 100% of the movement so far
FRIA Support
ConverzAI 30 · LinkedIn Recruiter 38
1.2 weighted points to LinkedIn Recruiter
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -12.3 — the difference between the two totals before either is rounded. Shares are of 20.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -13 beside that -12.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is ConverzAI minus LinkedIn Recruiter.
| Category | Weight | ConverzAI | LinkedIn Recruiter | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 67 | -37 | -7.4 |
| Bias Audit Transparency | 18% | 72 | 50 | +22 | +4.0 |
| FRIA Support | 15% | 30 | 38 | -8 | -1.2 |
| Data Governance Disclosure | 15% | 40 | 62 | -22 | -3.3 |
| Human Oversight Design | 12% | 45 | 66 | -21 | -2.5 |
| Post-Market Monitoring | 12% | 50 | 50 | - | - |
| Customer Documentation | 8% | 45 | 68 | -23 | -1.8 |
| Total | 100% | 44 (F) | 57 (F) | -13 | -12.3 |
§ 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 | LinkedIn Recruiter | ||||
|---|---|---|---|---|---|---|---|
| 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 domainSources on a separate domain |
| Bias Audit Transparency | 18% | 6 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 4 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on a separate domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Data Governance Disclosure | 15% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 5 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 4 | 1 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Post-Market Monitoring | 12% | 3 | 1 | Audit reportSources on a separate domain | 6 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 6 | 1 | Sources on the vendor's own domainSources on a separate domain |
| All criteria | 100% | 24 | 6 | Audit reportSources on the vendor's own domainSources on a separate domain | 34 | 5 | 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; LinkedIn Recruiter has 39 evidence rows across 7 of 7 criteria — 34 with a source URL, 5 documented absences; some documentation or audit rows for ConverzAI and LinkedIn Recruiter sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 69 evidence rows on file for these two vendors: 30 for ConverzAI, across 3 distinct source domains, and 39 for LinkedIn Recruiter, across 6 distinct source domains.
- Rubric
- v1.0
- ConverzAI last reviewed
- September 25, 2026 · HireAIScore editorial team
- LinkedIn Recruiter 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