§ The result
Talkpush leads Ceipal by 11 points.
Talkpush sits 11 points above Ceipal under rubric v1.0 — 46 against 35 — with Talkpush filed under Screening and Ceipal under ATS-integrated. Talkpush leads 6 of the 7 criteria, including Article 11 Technical Documentation, while Ceipal leads 1, including Data Governance Disclosure. Article 11 Technical Documentation is the widest raw gap and the heaviest weighted swing at once (Ceipal 30, Talkpush 52, 20% weight), but it accounts for only 39% of the weighted advantage Talkpush 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
Talkpush
Talkpush is a conversational recruitment CRM and applicant tracking system for high-volume hiring that screens candidates over WhatsApp, Messenger, SMS and voice using chatbots, automated workflows (Autoflow), an AI English-proficiency assessment (TalkScore) and an outbound AI voice agent.
§ The record
Ceipal is filed under ATS-integrated AI, Talkpush 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 Talkpush is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | Ceipal | Talkpush |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | HK |
| Founded | 2015 | 2014 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 38% of the movement so far
Article 11 Technical Documentation
Ceipal 30 · Talkpush 52
4.4 weighted points to Talkpush
18% weight · 72% of the movement so far
Bias Audit Transparency
Ceipal 20 · Talkpush 42
4.0 weighted points to Talkpush
12% weight · 82% of the movement so far
Human Oversight Design
Ceipal 46 · Talkpush 56
1.2 weighted points to Talkpush
12% weight · 90% of the movement so far
Post-Market Monitoring
Ceipal 38 · Talkpush 46
1.0 weighted points to Talkpush
8% weight · 95% of the movement so far
Customer Documentation
Ceipal 53 · Talkpush 60
0.6 weighted points to Talkpush
15% weight · 97% of the movement so far
FRIA Support
Ceipal 25 · Talkpush 27
0.3 weighted points to Talkpush
15% weight · 100% of the movement so far
Data Governance Disclosure
Ceipal 46 · Talkpush 44
0.3 weighted points to Ceipal
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -11.1 — the difference between the two totals before either is rounded. Shares are of 11.7 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 -11.1.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Ceipal minus Talkpush.
| Category | Weight | Ceipal | Talkpush | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 52 | -22 | -4.4 |
| Bias Audit Transparency | 18% | 20 | 42 | -22 | -4.0 |
| FRIA Support | 15% | 25 | 27 | -2 | -0.3 |
| Data Governance Disclosure | 15% | 46 | 44 | +2 | +0.3 |
| Human Oversight Design | 12% | 46 | 56 | -10 | -1.2 |
| Post-Market Monitoring | 12% | 38 | 46 | -8 | -1.0 |
| Customer Documentation | 8% | 53 | 60 | -7 | -0.6 |
| Total | 100% | 35 (F) | 46 (F) | -11 | -11.1 |
§ 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 | Ceipal | Talkpush | ||||
|---|---|---|---|---|---|---|---|
| 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 domainSources on a separate domain |
| Bias Audit Transparency | 18% | 1 | 1 | — | 3 | 1 | Sources on a separate domain |
| 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% | 2 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 13 | 7 | Sources on the vendor's own domain | 21 | 7 | Sources on the vendor's own domainSources on a separate domain |
Ceipal has 20 evidence rows across 7 of 7 criteria — 13 with a source URL, 7 documented absences; Talkpush has 28 evidence rows across 7 of 7 criteria — 21 with a source URL, 7 documented absences; some documentation or audit rows for Talkpush sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 48 evidence rows on file for these two vendors: 20 for Ceipal, across 1 distinct source domain, and 28 for Talkpush, across 2 distinct source domains.
- Rubric
- v1.0
- Ceipal last reviewed
- July 17, 2026 · HireAIScore editorial team
- Talkpush last reviewed
- August 2, 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