§ The result
4 points separate SeekOut and Moonhub.
Within the Sourcing cohort, SeekOut edges Moonhub by 4 points under rubric v1.0, 34 to 30. Moonhub and SeekOut each lead 3 of the 7 criteria, with 1 level, though the side of the split SeekOut holds (headed by Bias Audit Transparency) adds up to more weighted points. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Moonhub 18, SeekOut 40 — and at an 18% weight it carries 74% of the weighted advantage SeekOut holds across the 3 criteria on that side of the table.
Vendor profile
Moonhub
Moonhub is an AI recruiting platform whose agents (Qualify AI, Engage AI, Monitor AI) search, score, outreach to, and engage candidates across more than a billion public and proprietary profiles, working alongside human expert recruiters who vet candidates before presenting them.
Vendor profile
SeekOut
Sourcing platform aggregating public profile data into a searchable talent index, with AI-assisted candidate matching and outreach.
§ The record
Moonhub and SeekOut are both filed under Candidate sourcing AI. They record no secondary category in common.
Both are in scope of EU AI Act, Colorado AI Act and NYC LL 144. Only Moonhub is in scope of Illinois HB 3773.
| Record | Moonhub | SeekOut |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | US |
| Founded | 2022 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 59% of the movement so far
Bias Audit Transparency
Moonhub 18 · SeekOut 40
4.0 weighted points to SeekOut
20% weight · 74% of the movement so far
Article 11 Technical Documentation
Moonhub 30 · SeekOut 35
1.0 weighted points to SeekOut
15% weight · 86% of the movement so far
Data Governance Disclosure
Moonhub 40 · SeekOut 35
0.8 weighted points to Moonhub
12% weight · 91% of the movement so far
Human Oversight Design
Moonhub 48 · SeekOut 45
0.4 weighted points to Moonhub
12% weight · 96% of the movement so far
Post-Market Monitoring
Moonhub 22 · SeekOut 25
0.4 weighted points to SeekOut
8% weight · 100% of the movement so far
Customer Documentation
Moonhub 38 · SeekOut 35
0.2 weighted points to Moonhub
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -4.0 — the difference between the two totals before either is rounded. Shares are of 6.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -4 beside that -4.0.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Moonhub minus SeekOut.
| Category | Weight | Moonhub | SeekOut | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 35 | -5 | -1.0 |
| Bias Audit Transparency | 18% | 18 | 40 | -22 | -4.0 |
| FRIA Support | 15% | 25 | 25 | - | - |
| Data Governance Disclosure | 15% | 40 | 35 | +5 | +0.8 |
| Human Oversight Design | 12% | 48 | 45 | +3 | +0.4 |
| Post-Market Monitoring | 12% | 22 | 25 | -3 | -0.4 |
| Customer Documentation | 8% | 38 | 35 | +3 | +0.2 |
| Total | 100% | 30 (F) | 34 (F) | -4 | -4.0 |
§ 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 | Moonhub | SeekOut | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 1 | 1 | — | 1 | 1 | — |
| FRIA Support | 15% | 0 | 1 | — | 0 | 1 | — |
| Data Governance Disclosure | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 1 | 1 | — | 1 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 1 | 1 | — | 0 | 1 | — |
| Customer Documentation | 8% | 1 | 1 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 6 | 7 | Sources on the vendor's own domain | 5 | 4 | Sources on the vendor's own domain |
Moonhub has 13 evidence rows across 7 of 7 criteria — 6 with a source URL, 7 documented absences; SeekOut has 9 evidence rows across 7 of 7 criteria — 5 with a source URL, 4 documented absences.
Provenance
The scores above are documented by 22 evidence rows on file for these two vendors: 13 for Moonhub, across 3 distinct source domains, and 9 for SeekOut, across 1 distinct source domain.
- Rubric
- v1.0
- Moonhub last reviewed
- June 7, 2026 · HireAIScore editorial team
- SeekOut last reviewed
- May 21, 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