§ The result
ConverzAI takes the total, Recruiterflow takes more of the criteria.
Under rubric v1.0, ConverzAI, filed under Screening, finishes on 44 and Recruiterflow, filed under ATS-integrated, on 36, 8 points apart. Recruiterflow leads more of the criteria, 4 against 2 for ConverzAI, yet ConverzAI takes Bias Audit Transparency, which carries 18% of the rubric, and the weighted sum with it. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — ConverzAI 72, Recruiterflow 18 — and at an 18% weight it carries 83% of the weighted advantage ConverzAI holds across the 2 criteria on that side of the table.
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
Recruiterflow
Recruiterflow is an ATS and CRM for recruiting agencies and executive search firms. Its AIRA AI layer ranks candidates already in a firm's database against each job with an explainable 0–100 Criteria Score (AIRA Matchmaker, shown as the 'AI Matches' card), and adds natural-language candidate search, external profile sourcing and an AI call notetaker that fills in interview scorecards.
§ The record
ConverzAI is filed under Screening AI, Recruiterflow under ATS-integrated AI. They also share 1 secondary category: Sourcing.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only ConverzAI is in scope of Illinois HB 3773.
| Record | ConverzAI | Recruiterflow |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2019 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 63% of the movement so far
Bias Audit Transparency
ConverzAI 72 · Recruiterflow 18
9.7 weighted points to ConverzAI
12% weight · 76% of the movement so far
Post-Market Monitoring
ConverzAI 50 · Recruiterflow 33
2.0 weighted points to ConverzAI
12% weight · 86% of the movement so far
Human Oversight Design
ConverzAI 45 · Recruiterflow 58
1.6 weighted points to Recruiterflow
8% weight · 92% of the movement so far
Customer Documentation
ConverzAI 45 · Recruiterflow 56
0.9 weighted points to Recruiterflow
20% weight · 96% of the movement so far
Article 11 Technical Documentation
ConverzAI 30 · Recruiterflow 33
0.6 weighted points to Recruiterflow
15% weight · 100% of the movement so far
Data Governance Disclosure
ConverzAI 40 · Recruiterflow 44
0.6 weighted points to Recruiterflow
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +8.1 — the difference between the two totals before either is rounded. Shares are of 15.4 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +8 beside that +8.1.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is ConverzAI minus Recruiterflow.
| Category | Weight | ConverzAI | Recruiterflow | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 33 | -3 | -0.6 |
| Bias Audit Transparency | 18% | 72 | 18 | +54 | +9.7 |
| FRIA Support | 15% | 30 | 30 | - | - |
| Data Governance Disclosure | 15% | 40 | 44 | -4 | -0.6 |
| Human Oversight Design | 12% | 45 | 58 | -13 | -1.6 |
| Post-Market Monitoring | 12% | 50 | 33 | +17 | +2.0 |
| Customer Documentation | 8% | 45 | 56 | -11 | -0.9 |
| Total | 100% | 44 (F) | 36 (F) | +8 | +8.1 |
§ 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 | Recruiterflow | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on a separate domain | 3 | 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 | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 1 | Sources on the vendor's own domain | 7 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Audit reportSources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 3 | 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 | 25 | 6 | 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; Recruiterflow has 31 evidence rows across 7 of 7 criteria — 25 with a source URL, 6 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 61 evidence rows on file for these two vendors: 30 for ConverzAI, across 3 distinct source domains, and 31 for Recruiterflow, across 1 distinct source domain.
- Rubric
- v1.0
- ConverzAI last reviewed
- September 25, 2026 · HireAIScore editorial team
- Recruiterflow 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