§ The result
Indeed leads Talview on 6 of the 7 criteria.
Indeed scores 50 and Talview 42 under rubric v1.0, an 8-point gap across the Sourcing and Video interview cohorts. Indeed leads 6 of the 7 criteria and the remaining criterion is level, so Talview is ahead on none of them; the closest of the 6 Indeed leads is Article 11 Technical Documentation, Indeed 58 to Talview 50. FRIA Support is the widest raw gap and the heaviest weighted swing at once (Indeed 38, Talview 25, 15% weight), but it accounts for only 25% of the weighted advantage Indeed holds across the 6 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
Talview
AI-powered hiring and exam-integrity platform spanning video interviewing, skills assessments, identity verification, and AI proctoring.
§ The record
Indeed is filed under Candidate sourcing AI, Talview under Video interview 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 Talview is in scope of Mobley v. Workday.
| Record | Indeed | Talview |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | US |
| Founded | 2004 | 2012 |
§ What decides it
The criteria that move the gap, heaviest swing first.
15% weight · 25% of the movement so far
FRIA Support
Indeed 38 · Talview 25
1.9 weighted points to Indeed
20% weight · 45% of the movement so far
Article 11 Technical Documentation
Indeed 58 · Talview 50
1.6 weighted points to Indeed
15% weight · 64% of the movement so far
Data Governance Disclosure
Indeed 58 · Talview 48
1.5 weighted points to Indeed
12% weight · 76% of the movement so far
Human Oversight Design
Indeed 63 · Talview 55
1.0 weighted points to Indeed
12% weight · 88% of the movement so far
Post-Market Monitoring
Indeed 40 · Talview 32
1.0 weighted points to Indeed
8% weight · 100% of the movement so far
Customer Documentation
Indeed 64 · Talview 52
1.0 weighted points to Indeed
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 7.9 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 Indeed minus Talview.
| Category | Weight | Indeed | Talview | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 50 | +8 | +1.6 |
| Bias Audit Transparency | 18% | 38 | 38 | - | - |
| FRIA Support | 15% | 38 | 25 | +13 | +1.9 |
| Data Governance Disclosure | 15% | 58 | 48 | +10 | +1.5 |
| Human Oversight Design | 12% | 63 | 55 | +8 | +1.0 |
| Post-Market Monitoring | 12% | 40 | 32 | +8 | +1.0 |
| Customer Documentation | 8% | 64 | 52 | +12 | +1.0 |
| Total | 100% | 50 (F) | 42 (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.
| Criterion | Weight | Indeed | Talview | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 5 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 4 | 2 | Sources on a separate domain | 1 | 1 | — |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 0 | 1 | — |
| Data Governance Disclosure | 15% | 6 | 0 | Sources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 7 | 0 | Sources on the vendor's own domain | 2 | 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 | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 7 | 0 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 36 | 5 | Sources on the vendor's own domainSources on a separate domain | 11 | 6 | Sources on the vendor's own domain |
Indeed has 40 evidence rows across 7 of 7 criteria — 36 with a source URL, 5 documented absences; Talview has 17 evidence rows across 7 of 7 criteria — 11 with a source URL, 6 documented absences; some documentation or audit rows for Indeed sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 57 evidence rows on file for these two vendors: 40 for Indeed, across 5 distinct source domains, and 17 for Talview, across 1 distinct source domain.
- Rubric
- v1.0
- Indeed last reviewed
- September 25, 2026 · HireAIScore editorial team
- Talview last reviewed
- June 7, 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