§ The result
Vervoe leads Pin by 6 points.
Under rubric v1.0, Vervoe, filed under Assessment, finishes on 46 and Pin, filed under Sourcing, on 40, 6 points apart. Pin takes 2 of the 7 criteria, Post-Market Monitoring among them, against 5 for Vervoe, whose share includes Bias Audit Transparency. The advantage Vervoe holds is spread out: Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing (Pin 35, Vervoe 52, 18% weight), yet it supplies only 37% of the weighted points Vervoe gains across the 5 criteria it leads.
Vendor profile
Pin
Pin is an AI recruiting agent that searches a database of 850M+ candidate profiles, scores and ranks candidates for fit, can automatically screen out non-matches (each with a one-line reason), and runs outreach and interview scheduling.
Vendor profile
Vervoe
AI-powered skills-assessment platform that grades and ranks candidates on performance in role-specific, task-based assessments.
§ The record
Pin is filed under Candidate sourcing AI, Vervoe under Assessment AI. They also share 1 secondary category: Screening.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773. Only Vervoe is in scope of Mobley v. Workday.
| Record | Pin | Vervoe |
|---|---|---|
| Price tier | Low | Mid |
| Headquarters | US | AU |
| Founded | 2024 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 28% of the movement so far
Bias Audit Transparency
Pin 35 · Vervoe 52
3.1 weighted points to Vervoe
20% weight · 55% of the movement so far
Article 11 Technical Documentation
Pin 30 · Vervoe 45
3.0 weighted points to Vervoe
12% weight · 73% of the movement so far
Post-Market Monitoring
Pin 45 · Vervoe 28
2.0 weighted points to Pin
12% weight · 84% of the movement so far
Human Oversight Design
Pin 50 · Vervoe 60
1.2 weighted points to Vervoe
15% weight · 91% of the movement so far
FRIA Support
Pin 30 · Vervoe 25
0.8 weighted points to Pin
15% weight · 98% of the movement so far
Data Governance Disclosure
Pin 50 · Vervoe 55
0.8 weighted points to Vervoe
8% weight · 100% of the movement so far
Customer Documentation
Pin 55 · Vervoe 58
0.2 weighted points to Vervoe
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -5.5 — the difference between the two totals before either is rounded. Shares are of 11.0 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -6 beside that -5.5.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Pin minus Vervoe.
| Category | Weight | Pin | Vervoe | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 45 | -15 | -3.0 |
| Bias Audit Transparency | 18% | 35 | 52 | -17 | -3.1 |
| FRIA Support | 15% | 30 | 25 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 50 | 55 | -5 | -0.8 |
| Human Oversight Design | 12% | 50 | 60 | -10 | -1.2 |
| Post-Market Monitoring | 12% | 45 | 28 | +17 | +2.0 |
| Customer Documentation | 8% | 55 | 58 | -3 | -0.2 |
| Total | 100% | 40 (F) | 46 (F) | -6 | -5.5 |
§ 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 | Pin | Vervoe | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | Audit reportSources on the vendor's own domain | 2 | 1 | Audit reportSources on the vendor's own domain |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 0 | 1 | — |
| Data Governance Disclosure | 15% | 7 | 0 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 0 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 5 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 32 | 5 | Audit reportSources on the vendor's own domain | 15 | 5 | Audit reportSources on the vendor's own domain |
Pin has 37 evidence rows across 7 of 7 criteria — 32 with a source URL, 5 documented absences; Vervoe has 20 evidence rows across 7 of 7 criteria — 15 with a source URL, 5 documented absences.
Provenance
The scores above are documented by 57 evidence rows on file for these two vendors: 37 for Pin, across 1 distinct source domain, and 20 for Vervoe, across 1 distinct source domain.
- Rubric
- v1.0
- Pin last reviewed
- September 25, 2026 · HireAIScore editorial team
- Vervoe 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