§ The result
Talview leads RecruitBot by 5 points.
Talview scores 42 and RecruitBot 37 under rubric v1.0, a 5-point gap across the Video interview and Sourcing cohorts. RecruitBot and Talview each lead 3 of the 7 criteria, with 1 level, though the side of the split Talview holds (headed by Article 11 Technical Documentation) adds up to more weighted points. One criterion, Article 11 Technical Documentation, is both the widest raw gap (RecruitBot 33, Talview 50) and the heaviest weighted swing, and at 20% weight it makes up 49% of the weighted advantage Talview holds across the 3 criteria it leads.
Vendor profile
RecruitBot
RecruitBot is an AI sourcing platform that searches a proprietary database of 655M+ candidate profiles, re-ranks results with machine learning trained on each recruiter's star ratings, and automates personalized email outreach.
Vendor profile
Talview
AI-powered hiring and exam-integrity platform spanning video interviewing, skills assessments, identity verification, and AI proctoring.
§ The record
RecruitBot is filed under Candidate sourcing AI, Talview under Video interview AI. They record no secondary category in common.
Both are in scope of EU AI Act, Colorado AI Act and NYC LL 144. Only Talview is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | RecruitBot | Talview |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | US |
| Founded | 2017 | 2012 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 41% of the movement so far
Article 11 Technical Documentation
RecruitBot 33 · Talview 50
3.4 weighted points to Talview
18% weight · 75% of the movement so far
Bias Audit Transparency
RecruitBot 22 · Talview 38
2.9 weighted points to Talview
12% weight · 86% of the movement so far
Post-Market Monitoring
RecruitBot 40 · Talview 32
1.0 weighted points to RecruitBot
12% weight · 94% of the movement so far
Human Oversight Design
RecruitBot 50 · Talview 55
0.6 weighted points to Talview
15% weight · 97% of the movement so far
FRIA Support
RecruitBot 27 · Talview 25
0.3 weighted points to RecruitBot
8% weight · 100% of the movement so far
Customer Documentation
RecruitBot 55 · Talview 52
0.2 weighted points to RecruitBot
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -5.4 — 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 -5 beside that -5.4.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is RecruitBot minus Talview.
| Category | Weight | RecruitBot | Talview | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 33 | 50 | -17 | -3.4 |
| Bias Audit Transparency | 18% | 22 | 38 | -16 | -2.9 |
| FRIA Support | 15% | 27 | 25 | +2 | +0.3 |
| Data Governance Disclosure | 15% | 48 | 48 | - | - |
| Human Oversight Design | 12% | 50 | 55 | -5 | -0.6 |
| Post-Market Monitoring | 12% | 40 | 32 | +8 | +1.0 |
| Customer Documentation | 8% | 55 | 52 | +3 | +0.2 |
| Total | 100% | 37 (F) | 42 (F) | -5 | -5.4 |
§ 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 | RecruitBot | Talview | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | — | 1 | 1 | — |
| FRIA Support | 15% | 1 | 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% | 3 | 1 | 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 domain | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 25 | 6 | Sources on the vendor's own domainSources on a separate domain | 11 | 6 | Sources on the vendor's own domain |
RecruitBot has 31 evidence rows across 7 of 7 criteria — 25 with a source URL, 6 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 RecruitBot sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 48 evidence rows on file for these two vendors: 31 for RecruitBot, across 2 distinct source domains, and 17 for Talview, across 1 distinct source domain.
- Rubric
- v1.0
- RecruitBot 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