§ The result
iCIMS leads Recruit CRM on 5 of the 7 criteria.
iCIMS finishes 15 points clear of Recruit CRM inside the ATS-integrated cohort under rubric v1.0: 55 against 40. Recruit CRM is ahead on none of the 7 criteria: iCIMS takes 5, the remaining 2 are level, and the nearest of those 5 is Data Governance Disclosure, iCIMS 56 to Recruit CRM 54. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — iCIMS 68, Recruit CRM 20 — and at an 18% weight it carries 60% of the weighted advantage iCIMS holds across the 5 criteria on that side of the table.
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.
Vendor profile
Recruit CRM
Recruit CRM is an ATS and CRM for recruitment agencies and executive search firms, with AI resume parsing, AI sourcing from an 800M+ profile Global Database, and AI candidate matching that scores and ranks candidates 0–100 with explanations for each dimension.
§ The record
iCIMS and Recruit CRM are both filed 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 iCIMS is in scope of Illinois HB 3773.
| Record | iCIMS | Recruit CRM |
|---|---|---|
| Price tier | Enterprise | Low |
| Headquarters | US | US |
| Founded | 2000 | Not recorded |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 60% of the movement so far
Bias Audit Transparency
iCIMS 68 · Recruit CRM 20
8.6 weighted points to iCIMS
20% weight · 93% of the movement so far
Article 11 Technical Documentation
iCIMS 58 · Recruit CRM 34
4.8 weighted points to iCIMS
15% weight · 97% of the movement so far
FRIA Support
iCIMS 38 · Recruit CRM 34
0.6 weighted points to iCIMS
15% weight · 99% of the movement so far
Data Governance Disclosure
iCIMS 56 · Recruit CRM 54
0.3 weighted points to iCIMS
8% weight · 100% of the movement so far
Customer Documentation
iCIMS 62 · Recruit CRM 60
0.2 weighted points to iCIMS
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to +14.5 — the difference between the two totals before either is rounded. Shares are of 14.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +15 beside that +14.5.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is iCIMS minus Recruit CRM.
| Category | Weight | iCIMS | Recruit CRM | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 34 | +24 | +4.8 |
| Bias Audit Transparency | 18% | 68 | 20 | +48 | +8.6 |
| FRIA Support | 15% | 38 | 34 | +4 | +0.6 |
| Data Governance Disclosure | 15% | 56 | 54 | +2 | +0.3 |
| Human Oversight Design | 12% | 58 | 58 | - | - |
| Post-Market Monitoring | 12% | 42 | 42 | - | - |
| Customer Documentation | 8% | 62 | 60 | +2 | +0.2 |
| Total | 100% | 55 (F) | 40 (F) | +15 | +14.5 |
§ 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 | iCIMS | Recruit CRM | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 0 | Audit reportSources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 3 | 1 | Audit reportSources on the vendor's own domain | 2 | 1 | — |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 0 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 0 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 0 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 21 | 3 | Audit reportSources on the vendor's own domain | 30 | 5 | Sources on the vendor's own domainSources on a separate domain |
iCIMS has 24 evidence rows across 7 of 7 criteria — 21 with a source URL, 3 documented absences; Recruit CRM has 35 evidence rows across 7 of 7 criteria — 30 with a source URL, 5 documented absences; some documentation or audit rows for Recruit CRM sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 59 evidence rows on file for these two vendors: 24 for iCIMS, across 2 distinct source domains, and 35 for Recruit CRM, across 2 distinct source domains.
- Rubric
- v1.0
- iCIMS last reviewed
- June 7, 2026 · HireAIScore editorial team
- Recruit CRM 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