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SEEK vs Testlify

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§ The result

SEEK leads Testlify by 9 points.

Under rubric v1.0, SEEK, filed under Screening, finishes on 54 and Testlify, filed under Assessment, on 45, 9 points apart. The 7 criteria split 6 to 1 in favour of SEEK: SEEK is ahead on Article 11 Technical Documentation and Testlify on FRIA Support. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — SEEK 70, Testlify 52 — and at a 20% weight it carries 44% of the weighted advantage SEEK holds across the 6 criteria on that side of the table.

§ The record

SEEK is filed under Screening AI, Testlify under Assessment AI. They record no secondary category in common.

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

RecordSEEKTestlify
Price tierMidLow
HeadquartersAUUS
Founded19972022

§ What decides it

The criteria that move the gap, heaviest swing first.

  1. 20% weight · 43% of the movement so far

    Article 11 Technical Documentation

    SEEK 70 · Testlify 52

    3.6 weighted points to SEEK

  2. 18% weight · 64% of the movement so far

    Bias Audit Transparency

    SEEK 40 · Testlify 30

    1.8 weighted points to SEEK

  3. 12% weight · 76% of the movement so far

    Post-Market Monitoring

    SEEK 50 · Testlify 42

    1.0 weighted points to SEEK

  4. 12% weight · 86% of the movement so far

    Human Oversight Design

    SEEK 62 · Testlify 55

    0.8 weighted points to SEEK

  5. 15% weight · 94% of the movement so far

    Data Governance Disclosure

    SEEK 60 · Testlify 55

    0.8 weighted points to SEEK

  6. 8% weight · 98% of the movement so far

    Customer Documentation

    SEEK 64 · Testlify 60

    0.3 weighted points to SEEK

  7. 15% weight · 100% of the movement so far

    FRIA Support

    SEEK 32 · Testlify 33

    0.1 weighted points to Testlify

Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +8.1 — the difference between the two totals before either is rounded. Shares are of 8.4 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +9 beside that +8.1.

§ Category-by-category

Raw score per criterion, with weighted delta.

Δ is SEEK minus Testlify.

CategoryWeightSEEKTestlifyΔ rawΔ weighted
Article 11 Technical Documentation20%7052+18+3.6
Bias Audit Transparency18%4030+10+1.8
FRIA Support15%3233-1-0.1
Data Governance Disclosure15%6055+5+0.8
Human Oversight Design12%6255+7+0.8
Post-Market Monitoring12%5042+8+1.0
Customer Documentation8%6460+4+0.3
Total100%54 (F)45 (F)+9+8.1

§ 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.

CriterionWeightSEEKTestlify
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%41Audit reportSources on the vendor's own domain41Sources on the vendor's own domain
Bias Audit Transparency18%21Sources on the vendor's own domain31Sources on the vendor's own domain
FRIA Support15%11Sources on the vendor's own domain21Sources on the vendor's own domain
Data Governance Disclosure15%41Audit reportSources on the vendor's own domain60Audit reportSources on the vendor's own domain
Human Oversight Design12%51Sources on the vendor's own domain60Sources on the vendor's own domain
Post-Market Monitoring12%31Sources on the vendor's own domain51Sources on the vendor's own domain
Customer Documentation8%41Sources on the vendor's own domainSources on a separate domain51Sources on the vendor's own domain
All criteria100%237Audit reportSources on the vendor's own domainSources on a separate domain315Audit reportSources on the vendor's own domain

SEEK has 30 evidence rows across 7 of 7 criteria — 23 with a source URL, 7 documented absences; Testlify has 36 evidence rows across 7 of 7 criteria — 31 with a source URL, 5 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 66 evidence rows on file for these two vendors: 30 for SEEK, across 3 distinct source domains, and 36 for Testlify, across 1 distinct source domain.

Rubric
v1.0
SEEK last reviewed
September 25, 2026 · HireAIScore editorial team
Testlify 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.