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Ceipal vs SEEK

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§ The result

SEEK leads Ceipal on all 7 criteria.

Under rubric v1.0, SEEK (Screening) opens a 19-point lead on Ceipal (ATS-integrated), 54 to 35. SEEK takes all 7 criteria and Ceipal none of them; the nearest contest is FRIA Support, Ceipal 25 to SEEK 32. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Ceipal 30, SEEK 70 — and at a 20% weight it carries 42% of the weighted advantage SEEK holds across the 7 criteria on that side of the table.

§ The record

Ceipal is filed under ATS-integrated AI, SEEK under Screening AI. They also share 1 secondary category: Sourcing.

Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only SEEK is in scope of Illinois HB 3773.

RecordCeipalSEEK
Price tierMidMid
HeadquartersUSAU
Founded20151997

§ What decides it

The criteria that move the gap, heaviest swing first.

  1. 20% weight · 42% of the movement so far

    Article 11 Technical Documentation

    Ceipal 30 · SEEK 70

    8.0 weighted points to SEEK

  2. 18% weight · 61% of the movement so far

    Bias Audit Transparency

    Ceipal 20 · SEEK 40

    3.6 weighted points to SEEK

  3. 15% weight · 72% of the movement so far

    Data Governance Disclosure

    Ceipal 46 · SEEK 60

    2.1 weighted points to SEEK

  4. 12% weight · 82% of the movement so far

    Human Oversight Design

    Ceipal 46 · SEEK 62

    1.9 weighted points to SEEK

  5. 12% weight · 90% of the movement so far

    Post-Market Monitoring

    Ceipal 38 · SEEK 50

    1.4 weighted points to SEEK

  6. 15% weight · 95% of the movement so far

    FRIA Support

    Ceipal 25 · SEEK 32

    1.1 weighted points to SEEK

  7. 8% weight · 100% of the movement so far

    Customer Documentation

    Ceipal 53 · SEEK 64

    0.9 weighted points to SEEK

Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -19.0 — the difference between the two totals before either is rounded. Shares are of 19.0 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -19 beside that -19.0.

§ Category-by-category

Raw score per criterion, with weighted delta.

Δ is Ceipal minus SEEK.

CategoryWeightCeipalSEEKΔ rawΔ weighted
Article 11 Technical Documentation20%3070-40-8.0
Bias Audit Transparency18%2040-20-3.6
FRIA Support15%2532-7-1.1
Data Governance Disclosure15%4660-14-2.1
Human Oversight Design12%4662-16-1.9
Post-Market Monitoring12%3850-12-1.4
Customer Documentation8%5364-11-0.9
Total100%35 (F)54 (F)-19-19.0

§ 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.

CriterionWeightCeipalSEEK
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%21Sources on the vendor's own domain41Audit reportSources on the vendor's own domain
Bias Audit Transparency18%11—21Sources on the vendor's own domain
FRIA Support15%11Sources on the vendor's own domain11Sources on the vendor's own domain
Data Governance Disclosure15%21Sources on the vendor's own domain41Audit reportSources on the vendor's own domain
Human Oversight Design12%21Sources on the vendor's own domain51Sources on the vendor's own domain
Post-Market Monitoring12%21Sources on the vendor's own domain31Sources on the vendor's own domain
Customer Documentation8%31Sources on the vendor's own domain41Sources on the vendor's own domainSources on a separate domain
All criteria100%137Sources on the vendor's own domain237Audit reportSources 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; SEEK has 30 evidence rows across 7 of 7 criteria — 23 with a source URL, 7 documented absences; some documentation or audit rows for SEEK sit on a domain separate from the vendor's own site.

Provenance

The scores above are documented by 50 evidence rows on file for these two vendors: 20 for Ceipal, across 1 distinct source domain, and 30 for SEEK, across 3 distinct source domains.

Rubric
v1.0
Ceipal last reviewed
July 17, 2026 · HireAIScore editorial team
SEEK 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.