§ The result
2 points separate Indeed and Saville Assessment.
Indeed holds a 2-point edge over Saville Assessment under rubric v1.0, 50 to 48, across the Sourcing and Assessment cohorts. The 7 criteria split 5 to 2 in favour of Indeed: Indeed is ahead on Article 11 Technical Documentation and Saville Assessment on Bias Audit Transparency. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Indeed 58, Saville Assessment 50 — and at a 20% weight it carries 45% of the weighted advantage Indeed holds across the 5 criteria on that side of the table.
Vendor profile
Indeed
Job marketplace whose employer-side AI (the Talent Scout agent, Sourcing Assistant, Smart Screening and candidate matching) sources, ranks and scores candidates from Indeed's profile pool and applicant flow and drafts outreach to them.
Vendor profile
Saville Assessment
Saville Assessment publishes the Wave personality questionnaires, Swift aptitude tests and situational judgment tests. They are scored automatically against norm groups and delivered through the Oasys platform, the Wave Connect hiring platform (which uses AI to build role profiles from job descriptions) and a two-minute Screener that returns a fit band into the employer's ATS.
§ The record
Indeed is filed under Candidate sourcing AI, Saville Assessment under Assessment AI. They also share 1 secondary category: Screening.
Both are in scope of EU AI Act, Colorado AI Act, NYC LL 144 and Illinois HB 3773. Only Saville Assessment is in scope of Mobley v. Workday.
| Record | Indeed | Saville Assessment |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | GB |
| Founded | 2004 | 2004 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 35% of the movement so far
Article 11 Technical Documentation
Indeed 58 · Saville Assessment 50
1.6 weighted points to Indeed
12% weight · 56% of the movement so far
Human Oversight Design
Indeed 63 · Saville Assessment 55
1.0 weighted points to Indeed
18% weight · 71% of the movement so far
Bias Audit Transparency
Indeed 38 · Saville Assessment 42
0.7 weighted points to Saville Assessment
15% weight · 81% of the movement so far
Data Governance Disclosure
Indeed 58 · Saville Assessment 55
0.4 weighted points to Indeed
8% weight · 88% of the movement so far
Customer Documentation
Indeed 64 · Saville Assessment 60
0.3 weighted points to Indeed
15% weight · 95% of the movement so far
FRIA Support
Indeed 38 · Saville Assessment 40
0.3 weighted points to Saville Assessment
12% weight · 100% of the movement so far
Post-Market Monitoring
Indeed 40 · Saville Assessment 38
0.2 weighted points to Indeed
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +2.5 — the difference between the two totals before either is rounded. Shares are of 4.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +2 beside that +2.5.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Indeed minus Saville Assessment.
| Category | Weight | Indeed | Saville Assessment | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 50 | +8 | +1.6 |
| Bias Audit Transparency | 18% | 38 | 42 | -4 | -0.7 |
| FRIA Support | 15% | 38 | 40 | -2 | -0.3 |
| Data Governance Disclosure | 15% | 58 | 55 | +3 | +0.4 |
| Human Oversight Design | 12% | 63 | 55 | +8 | +1.0 |
| Post-Market Monitoring | 12% | 40 | 38 | +2 | +0.2 |
| Customer Documentation | 8% | 64 | 60 | +4 | +0.3 |
| Total | 100% | 50 (F) | 48 (F) | +2 | +2.5 |
§ 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.
| Criterion | Weight | Indeed | Saville Assessment | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 5 | 1 | Sources on the vendor's own domain | 5 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 4 | 2 | Sources on a separate domain | 4 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 6 | 0 | Sources on the vendor's own domainSources on a separate domain | 5 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 7 | 0 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domainSources on a separate domain | 5 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 7 | 0 | Sources on the vendor's own domain | 6 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 36 | 5 | Sources on the vendor's own domainSources on a separate domain | 34 | 6 | Audit reportSources on the vendor's own domainSources on a separate domain |
Indeed has 40 evidence rows across 7 of 7 criteria — 36 with a source URL, 5 documented absences; Saville Assessment has 40 evidence rows across 7 of 7 criteria — 34 with a source URL, 6 documented absences; some documentation or audit rows for Indeed and Saville Assessment sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 80 evidence rows on file for these two vendors: 40 for Indeed, across 5 distinct source domains, and 40 for Saville Assessment, across 2 distinct source domains.
- Rubric
- v1.0
- Indeed last reviewed
- September 25, 2026 · HireAIScore editorial team
- Saville Assessment 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.
§ Where next