§ The result
Humanly leads Fetcher by 5 points.
Humanly scores 42 and Fetcher 37 under rubric v1.0, a 5-point gap across the Screening and Sourcing cohorts. Humanly leads 4 of the 7 criteria, including Article 11 Technical Documentation, while Fetcher leads 3, including Data Governance Disclosure. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Fetcher 27, Humanly 45 — and at a 20% weight it carries 45% of the weighted advantage Humanly holds across the 4 criteria on that side of the table.
Vendor profile
Fetcher
AI-powered candidate sourcing and outbound recruiting platform that automates passive and active talent sourcing, personalized email outreach, and inbound applicant screening for corporate recruiting teams.
Vendor profile
Humanly
Conversational AI for high-volume recruiting that engages, screens, and schedules candidates across chat, SMS, email, voice, and video, with structured AI interviews and automated scoring.
§ The record
Fetcher is filed under Candidate sourcing AI, Humanly under Screening AI. They record no secondary category in common.
Both are in scope of EU AI Act, Colorado AI Act, NYC LL 144 and Illinois HB 3773. Only Humanly is in scope of Mobley v. Workday.
| Record | Fetcher | Humanly |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2014 | 2018 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 33% of the movement so far
Article 11 Technical Documentation
Fetcher 27 · Humanly 45
3.6 weighted points to Humanly
15% weight · 53% of the movement so far
Data Governance Disclosure
Fetcher 55 · Humanly 40
2.3 weighted points to Fetcher
18% weight · 72% of the movement so far
Bias Audit Transparency
Fetcher 28 · Humanly 40
2.2 weighted points to Humanly
15% weight · 86% of the movement so far
FRIA Support
Fetcher 25 · Humanly 35
1.5 weighted points to Humanly
12% weight · 92% of the movement so far
Human Oversight Design
Fetcher 52 · Humanly 58
0.7 weighted points to Humanly
12% weight · 98% of the movement so far
Post-Market Monitoring
Fetcher 35 · Humanly 30
0.6 weighted points to Fetcher
8% weight · 100% of the movement so far
Customer Documentation
Fetcher 55 · Humanly 52
0.2 weighted points to Fetcher
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -4.9 — the difference between the two totals before either is rounded. Shares are of 11.1 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 -4.9.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Fetcher minus Humanly.
| Category | Weight | Fetcher | Humanly | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 27 | 45 | -18 | -3.6 |
| Bias Audit Transparency | 18% | 28 | 40 | -12 | -2.2 |
| FRIA Support | 15% | 25 | 35 | -10 | -1.5 |
| Data Governance Disclosure | 15% | 55 | 40 | +15 | +2.3 |
| Human Oversight Design | 12% | 52 | 58 | -6 | -0.7 |
| Post-Market Monitoring | 12% | 35 | 30 | +5 | +0.6 |
| Customer Documentation | 8% | 55 | 52 | +3 | +0.2 |
| Total | 100% | 37 (F) | 42 (F) | -5 | -4.9 |
§ 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 | Fetcher | Humanly | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 1 | 1 | — | 2 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| Data Governance Disclosure | 15% | 3 | 0 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 13 | 6 | Sources on the vendor's own domain | 12 | 6 | Sources on the vendor's own domain |
Fetcher has 19 evidence rows across 7 of 7 criteria — 13 with a source URL, 6 documented absences; Humanly has 18 evidence rows across 7 of 7 criteria — 12 with a source URL, 6 documented absences.
Provenance
The scores above are documented by 37 evidence rows on file for these two vendors: 19 for Fetcher, across 1 distinct source domain, and 18 for Humanly, across 3 distinct source domains.
- Rubric
- v1.0
- Fetcher last reviewed
- July 17, 2026 · HireAIScore editorial team
- Humanly 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