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SeekOut vs Vincere

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§ The result

Vincere leads SeekOut by 10 points.

Vincere, filed under ATS-integrated, comes out 10 points above SeekOut, filed under Sourcing: 44 against 34 under rubric v1.0. SeekOut takes 1 of the 7 criteria, Bias Audit Transparency among them, against 6 for Vincere, whose share includes Article 11 Technical Documentation. The widest raw gap and the heaviest weighted swing fall on different criteria: Customer Documentation (SeekOut 35, Vincere 60) and Article 11 Technical Documentation at 20% (SeekOut 35, Vincere 55), the second being 29% of the weighted advantage Vincere holds across the 6 criteria on that side of the table.

§ The record

SeekOut is filed under Candidate sourcing AI, Vincere under ATS-integrated AI. They record no secondary category in common.

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

RecordSeekOutVincere
Price tierEnterpriseMid
HeadquartersUSGB
Founded20172012

§ What decides it

The criteria that move the gap, heaviest swing first.

  1. 20% weight · 22% of the movement so far

    Article 11 Technical Documentation

    SeekOut 35 · Vincere 55

    4.0 weighted points to Vincere

  2. 18% weight · 44% of the movement so far

    Bias Audit Transparency

    SeekOut 40 · Vincere 18

    4.0 weighted points to SeekOut

  3. 15% weight · 61% of the movement so far

    Data Governance Disclosure

    SeekOut 35 · Vincere 55

    3.0 weighted points to Vincere

  4. 8% weight · 72% of the movement so far

    Customer Documentation

    SeekOut 35 · Vincere 60

    2.0 weighted points to Vincere

  5. 15% weight · 83% of the movement so far

    FRIA Support

    SeekOut 25 · Vincere 38

    1.9 weighted points to Vincere

  6. 12% weight · 93% of the movement so far

    Post-Market Monitoring

    SeekOut 25 · Vincere 40

    1.8 weighted points to Vincere

  7. 12% weight · 100% of the movement so far

    Human Oversight Design

    SeekOut 45 · Vincere 55

    1.2 weighted points to Vincere

Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -10.0 — the difference between the two totals before either is rounded. Shares are of 17.9 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -10 beside that -10.0.

§ Category-by-category

Raw score per criterion, with weighted delta.

Δ is SeekOut minus Vincere.

CategoryWeightSeekOutVincereΔ rawΔ weighted
Article 11 Technical Documentation20%3555-20-4.0
Bias Audit Transparency18%4018+22+4.0
FRIA Support15%2538-13-1.9
Data Governance Disclosure15%3555-20-3.0
Human Oversight Design12%4555-10-1.2
Post-Market Monitoring12%2540-15-1.8
Customer Documentation8%3560-25-2.0
Total100%34 (F)44 (F)-10-10.0

§ 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.

CriterionWeightSeekOutVincere
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%11Sources on the vendor's own domain41Sources on the vendor's own domainSources on a separate domain
Bias Audit Transparency18%11—31Sources on the vendor's own domain
FRIA Support15%01—21Sources on a separate domain
Data Governance Disclosure15%10Sources on the vendor's own domain60Sources on the vendor's own domainSources on a separate domain
Human Oversight Design12%10Sources on the vendor's own domain50Sources on the vendor's own domainSources on a separate domain
Post-Market Monitoring12%01—31Sources on the vendor's own domainSources on a separate domain
Customer Documentation8%10Sources on the vendor's own domain41Sources on the vendor's own domain
All criteria100%54Sources on the vendor's own domain275Sources on the vendor's own domainSources on a separate domain

SeekOut has 9 evidence rows across 7 of 7 criteria — 5 with a source URL, 4 documented absences; Vincere has 32 evidence rows across 7 of 7 criteria — 27 with a source URL, 5 documented absences; some documentation or audit rows for Vincere sit on a domain separate from the vendor's own site.

Provenance

The scores above are documented by 41 evidence rows on file for these two vendors: 9 for SeekOut, across 1 distinct source domain, and 32 for Vincere, across 3 distinct source domains.

Rubric
v1.0
SeekOut last reviewed
May 21, 2026 · HireAIScore editorial team
Vincere 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.