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Saville Assessment vs ZipRecruiter

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§ The result

Saville Assessment leads ZipRecruiter by 8 points.

Saville Assessment scores 48 and ZipRecruiter 40 under rubric v1.0, an 8-point gap across the Assessment and Sourcing cohorts. ZipRecruiter takes 1 of the 7 criteria, Post-Market Monitoring among them, against 5 for Saville Assessment, whose share includes Bias Audit Transparency, and 1 is level. One criterion, Bias Audit Transparency, is both the widest raw gap (Saville Assessment 42, ZipRecruiter 24) and the heaviest weighted swing, and at 18% weight it makes up 40% of the weighted advantage Saville Assessment holds across the 5 criteria it leads.

§ The record

Saville Assessment is filed under Assessment AI, ZipRecruiter under Candidate sourcing AI. They also share 1 secondary category: Screening.

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

RecordSaville AssessmentZipRecruiter
Price tierEnterpriseMid
HeadquartersGBUS
Founded20042010

§ What decides it

The criteria that move the gap, heaviest swing first.

  1. 18% weight · 39% of the movement so far

    Bias Audit Transparency

    Saville Assessment 42 · ZipRecruiter 24

    3.2 weighted points to Saville Assessment

  2. 20% weight · 63% of the movement so far

    Article 11 Technical Documentation

    Saville Assessment 50 · ZipRecruiter 40

    2.0 weighted points to Saville Assessment

  3. 15% weight · 86% of the movement so far

    FRIA Support

    Saville Assessment 40 · ZipRecruiter 27

    1.9 weighted points to Saville Assessment

  4. 8% weight · 92% of the movement so far

    Customer Documentation

    Saville Assessment 60 · ZipRecruiter 54

    0.5 weighted points to Saville Assessment

  5. 15% weight · 97% of the movement so far

    Data Governance Disclosure

    Saville Assessment 55 · ZipRecruiter 52

    0.4 weighted points to Saville Assessment

  6. 12% weight · 100% of the movement so far

    Post-Market Monitoring

    Saville Assessment 38 · ZipRecruiter 40

    0.2 weighted points to ZipRecruiter

Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +7.9 — 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 +8 beside that +7.9.

§ Category-by-category

Raw score per criterion, with weighted delta.

Δ is Saville Assessment minus ZipRecruiter.

CategoryWeightSaville AssessmentZipRecruiterΔ rawΔ weighted
Article 11 Technical Documentation20%5040+10+2.0
Bias Audit Transparency18%4224+18+3.2
FRIA Support15%4027+13+1.9
Data Governance Disclosure15%5552+3+0.4
Human Oversight Design12%5555--
Post-Market Monitoring12%3840-2-0.2
Customer Documentation8%6054+6+0.5
Total100%48 (F)40 (F)+8+7.9

§ 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.

CriterionWeightSaville AssessmentZipRecruiter
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%51Audit reportSources on the vendor's own domainSources on a separate domain51Sources on the vendor's own domainSources on a separate domain
Bias Audit Transparency18%41Audit reportSources on the vendor's own domainSources on a separate domain31Sources on the vendor's own domainSources on a separate domain
FRIA Support15%31Sources on the vendor's own domain31Sources on the vendor's own domainSources on a separate domain
Data Governance Disclosure15%51Sources on the vendor's own domain40Sources on the vendor's own domainSources on a separate domain
Human Oversight Design12%60Sources on the vendor's own domain60Sources on the vendor's own domain
Post-Market Monitoring12%51Sources on the vendor's own domain31Sources on the vendor's own domain
Customer Documentation8%61Sources on the vendor's own domain41Sources on the vendor's own domain
All criteria100%346Audit reportSources on the vendor's own domainSources on a separate domain285Sources on the vendor's own domainSources on a separate domain

Saville Assessment has 40 evidence rows across 7 of 7 criteria — 34 with a source URL, 6 documented absences; ZipRecruiter has 33 evidence rows across 7 of 7 criteria — 28 with a source URL, 5 documented absences; some documentation or audit rows for Saville Assessment and ZipRecruiter sit on a domain separate from the vendor's own site.

Provenance

The scores above are documented by 73 evidence rows on file for these two vendors: 40 for Saville Assessment, across 2 distinct source domains, and 33 for ZipRecruiter, across 6 distinct source domains.

Rubric
v1.0
Saville Assessment last reviewed
September 25, 2026 · HireAIScore editorial team
ZipRecruiter last reviewed
September 25, 2026 · HireAIScore editorial team

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