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SEEK vs SeekOut

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§ The result

SEEK leads SeekOut on 6 of the 7 criteria.

Under rubric v1.0, SEEK (Screening) opens a 20-point lead on SeekOut (Sourcing), 54 to 34. SeekOut is ahead on none of the 7 criteria: SEEK takes 6, the remaining criterion is level, and the nearest of those 6 is FRIA Support, SEEK 32 to SeekOut 25. The advantage SEEK holds is spread out: Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing (SEEK 70, SeekOut 35, 20% weight), yet it supplies only 37% of the weighted points SEEK gains across the 6 criteria it leads.

§ The record

SEEK is filed under Screening AI, SeekOut under Candidate sourcing AI. They record no secondary category in common.

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

RecordSEEKSeekOut
Price tierMidEnterprise
HeadquartersAUUS
Founded19972017

§ What decides it

The criteria that move the gap, heaviest swing first.

  1. 20% weight · 37% of the movement so far

    Article 11 Technical Documentation

    SEEK 70 · SeekOut 35

    7.0 weighted points to SEEK

  2. 15% weight · 56% of the movement so far

    Data Governance Disclosure

    SEEK 60 · SeekOut 35

    3.8 weighted points to SEEK

  3. 12% weight · 72% of the movement so far

    Post-Market Monitoring

    SEEK 50 · SeekOut 25

    3.0 weighted points to SEEK

  4. 8% weight · 84% of the movement so far

    Customer Documentation

    SEEK 64 · SeekOut 35

    2.3 weighted points to SEEK

  5. 12% weight · 95% of the movement so far

    Human Oversight Design

    SEEK 62 · SeekOut 45

    2.0 weighted points to SEEK

  6. 15% weight · 100% of the movement so far

    FRIA Support

    SEEK 32 · SeekOut 25

    1.1 weighted points to SEEK

Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +19.2 — the difference between the two totals before either is rounded. Shares are of 19.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +20 beside that +19.2.

§ Category-by-category

Raw score per criterion, with weighted delta.

Δ is SEEK minus SeekOut.

CategoryWeightSEEKSeekOutΔ rawΔ weighted
Article 11 Technical Documentation20%7035+35+7.0
Bias Audit Transparency18%4040--
FRIA Support15%3225+7+1.1
Data Governance Disclosure15%6035+25+3.8
Human Oversight Design12%6245+17+2.0
Post-Market Monitoring12%5025+25+3.0
Customer Documentation8%6435+29+2.3
Total100%54 (F)34 (F)+20+19.2

§ 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.

CriterionWeightSEEKSeekOut
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%41Audit reportSources on the vendor's own domain11Sources on the vendor's own domain
Bias Audit Transparency18%21Sources on the vendor's own domain11—
FRIA Support15%11Sources on the vendor's own domain01—
Data Governance Disclosure15%41Audit reportSources on the vendor's own domain10Sources on the vendor's own domain
Human Oversight Design12%51Sources on the vendor's own domain10Sources on the vendor's own domain
Post-Market Monitoring12%31Sources on the vendor's own domain01—
Customer Documentation8%41Sources on the vendor's own domainSources on a separate domain10Sources on the vendor's own domain
All criteria100%237Audit reportSources on the vendor's own domainSources on a separate domain54Sources on the vendor's own domain

SEEK has 30 evidence rows across 7 of 7 criteria — 23 with a source URL, 7 documented absences; SeekOut has 9 evidence rows across 7 of 7 criteria — 5 with a source URL, 4 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 39 evidence rows on file for these two vendors: 30 for SEEK, across 3 distinct source domains, and 9 for SeekOut, across 1 distinct source domain.

Rubric
v1.0
SEEK last reviewed
September 25, 2026 · HireAIScore editorial team
SeekOut last reviewed
May 21, 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.