§ The result
iCIMS leads ConverzAI by 11 points.
iCIMS, filed under ATS-integrated, comes out 11 points above ConverzAI, filed under Screening: 55 against 44 under rubric v1.0. The 7 criteria split 5 to 2 in favour of iCIMS: iCIMS is ahead on Article 11 Technical Documentation and ConverzAI on Post-Market Monitoring. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — ConverzAI 30, iCIMS 58 — and at a 20% weight it carries 46% of the weighted advantage iCIMS holds across the 5 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
iCIMS
Enterprise talent-acquisition / applicant tracking platform (the iCIMS Talent Cloud) that adds optional AI features - Candidate Ranking, Talent Match, and a GPT-powered Copilot - to source, rank, and engage candidates.
§ The record
ConverzAI is filed under Screening AI, iCIMS 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.
| Record | ConverzAI | iCIMS |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | US |
| Founded | 2019 | 2000 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 41% of the movement so far
Article 11 Technical Documentation
ConverzAI 30 · iCIMS 58
5.6 weighted points to iCIMS
15% weight · 58% of the movement so far
Data Governance Disclosure
ConverzAI 40 · iCIMS 56
2.4 weighted points to iCIMS
12% weight · 69% of the movement so far
Human Oversight Design
ConverzAI 45 · iCIMS 58
1.6 weighted points to iCIMS
8% weight · 79% of the movement so far
Customer Documentation
ConverzAI 45 · iCIMS 62
1.4 weighted points to iCIMS
15% weight · 88% of the movement so far
FRIA Support
ConverzAI 30 · iCIMS 38
1.2 weighted points to iCIMS
12% weight · 95% of the movement so far
Post-Market Monitoring
ConverzAI 50 · iCIMS 42
1.0 weighted points to ConverzAI
18% weight · 100% of the movement so far
Bias Audit Transparency
ConverzAI 72 · iCIMS 68
0.7 weighted points to ConverzAI
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -10.4 — the difference between the two totals before either is rounded. Shares are of 13.8 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -11 beside that -10.4.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is ConverzAI minus iCIMS.
| Category | Weight | ConverzAI | iCIMS | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 58 | -28 | -5.6 |
| Bias Audit Transparency | 18% | 72 | 68 | +4 | +0.7 |
| FRIA Support | 15% | 30 | 38 | -8 | -1.2 |
| Data Governance Disclosure | 15% | 40 | 56 | -16 | -2.4 |
| Human Oversight Design | 12% | 45 | 58 | -13 | -1.6 |
| Post-Market Monitoring | 12% | 50 | 42 | +8 | +1.0 |
| Customer Documentation | 8% | 45 | 62 | -17 | -1.4 |
| Total | 100% | 44 (F) | 55 (F) | -11 | -10.4 |
§ 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 | iCIMS | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on a separate domain | 3 | 0 | Audit reportSources 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 | Audit reportSources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on a separate domain | 1 | 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 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 1 | Sources on the vendor's own domain | 3 | 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 | 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 | 21 | 3 | 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; iCIMS has 24 evidence rows across 7 of 7 criteria — 21 with a source URL, 3 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 54 evidence rows on file for these two vendors: 30 for ConverzAI, across 3 distinct source domains, and 24 for iCIMS, across 2 distinct source domains.
- Rubric
- v1.0
- ConverzAI last reviewed
- September 25, 2026 · HireAIScore editorial team
- iCIMS 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