§ The result
Ceipal leads XOR on 6 of the 7 criteria.
Ceipal scores 35 and XOR 30 under rubric v1.0, a 5-point gap across the ATS-integrated and Screening cohorts. Ceipal leads 6 of the 7 criteria and the remaining criterion is level, so XOR is ahead on none of them; the closest of the 6 Ceipal leads is Bias Audit Transparency, Ceipal 20 to XOR 18. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Ceipal 30, XOR 20 — and at a 20% weight it carries 43% of the weighted advantage Ceipal holds across the 6 criteria on that side of the table.
Vendor profile
Ceipal
AI-powered applicant tracking and workforce-management platform for staffing firms that sources, matches, and ranks candidates on a 1-to-100 scale against job requirements.
Vendor profile
XOR
XOR is a text-first conversational-AI recruiting platform that pre-screens and scores high-volume and hourly candidates with recruiter-defined knockout/scoring questions over SMS, WhatsApp, and Messenger, then auto-schedules interviews on the recruiter's calendar.
§ The record
Ceipal is filed under ATS-integrated AI, XOR under Screening AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only XOR is in scope of Illinois HB 3773.
| Record | Ceipal | XOR |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2015 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 43% of the movement so far
Article 11 Technical Documentation
Ceipal 30 · XOR 20
2.0 weighted points to Ceipal
12% weight · 58% of the movement so far
Human Oversight Design
Ceipal 46 · XOR 40
0.7 weighted points to Ceipal
15% weight · 71% of the movement so far
Data Governance Disclosure
Ceipal 46 · XOR 42
0.6 weighted points to Ceipal
12% weight · 84% of the movement so far
Post-Market Monitoring
Ceipal 38 · XOR 33
0.6 weighted points to Ceipal
8% weight · 92% of the movement so far
Customer Documentation
Ceipal 53 · XOR 48
0.4 weighted points to Ceipal
18% weight · 100% of the movement so far
Bias Audit Transparency
Ceipal 20 · XOR 18
0.4 weighted points to Ceipal
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +4.7 — the difference between the two totals before either is rounded. Shares are of 4.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +5 beside that +4.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Ceipal minus XOR.
| Category | Weight | Ceipal | XOR | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 20 | +10 | +2.0 |
| Bias Audit Transparency | 18% | 20 | 18 | +2 | +0.4 |
| FRIA Support | 15% | 25 | 25 | - | - |
| Data Governance Disclosure | 15% | 46 | 42 | +4 | +0.6 |
| Human Oversight Design | 12% | 46 | 40 | +6 | +0.7 |
| Post-Market Monitoring | 12% | 38 | 33 | +5 | +0.6 |
| Customer Documentation | 8% | 53 | 48 | +5 | +0.4 |
| Total | 100% | 35 (F) | 30 (F) | +5 | +4.7 |
§ 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 | Ceipal | XOR | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 1 | 1 | — | 1 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 13 | 7 | Sources on the vendor's own domain | 11 | 7 | Sources on the vendor's own domain |
Ceipal has 20 evidence rows across 7 of 7 criteria — 13 with a source URL, 7 documented absences; XOR has 18 evidence rows across 7 of 7 criteria — 11 with a source URL, 7 documented absences.
Provenance
The scores above are documented by 38 evidence rows on file for these two vendors: 20 for Ceipal, across 1 distinct source domain, and 18 for XOR, across 1 distinct source domain.
- Rubric
- v1.0
- Ceipal last reviewed
- July 17, 2026 · HireAIScore editorial team
- XOR last reviewed
- July 17, 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