§ The result
Gem leads Fetcher on all 7 criteria.
Gem finishes 18 points clear of Fetcher inside the Sourcing cohort under rubric v1.0: 55 against 37. Gem leads every one of the 7 criteria, Fetcher none of them, and the closest of the 7 is Data Governance Disclosure, Fetcher 55 to Gem 57. Bias Audit Transparency is the widest raw gap and the heaviest weighted swing at once (Fetcher 28, Gem 66, 18% weight), but it accounts for only 38% of the weighted advantage Gem holds across the 7 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
Gem
Gem is an AI-first recruiting platform combining a talent CRM, AI sourcing and outreach automation, candidate engagement, and a newer applicant tracking system with AI-powered application review and ranking.
§ The record
Fetcher and Gem are both filed under Candidate sourcing 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.
| Record | Fetcher | Gem |
|---|---|---|
| Price tier | Mid | High |
| Headquarters | US | US |
| Founded | 2014 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 38% of the movement so far
Bias Audit Transparency
Fetcher 28 · Gem 66
6.8 weighted points to Gem
20% weight · 73% of the movement so far
Article 11 Technical Documentation
Fetcher 27 · Gem 58
6.2 weighted points to Gem
15% weight · 81% of the movement so far
FRIA Support
Fetcher 25 · Gem 35
1.5 weighted points to Gem
12% weight · 89% of the movement so far
Post-Market Monitoring
Fetcher 35 · Gem 47
1.4 weighted points to Gem
12% weight · 95% of the movement so far
Human Oversight Design
Fetcher 52 · Gem 61
1.1 weighted points to Gem
8% weight · 98% of the movement so far
Customer Documentation
Fetcher 55 · Gem 62
0.6 weighted points to Gem
15% weight · 100% of the movement so far
Data Governance Disclosure
Fetcher 55 · Gem 57
0.3 weighted points to Gem
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -17.9 — the difference between the two totals before either is rounded. Shares are of 17.9 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -18 beside that -17.9.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Fetcher minus Gem.
| Category | Weight | Fetcher | Gem | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 27 | 58 | -31 | -6.2 |
| Bias Audit Transparency | 18% | 28 | 66 | -38 | -6.8 |
| FRIA Support | 15% | 25 | 35 | -10 | -1.5 |
| Data Governance Disclosure | 15% | 55 | 57 | -2 | -0.3 |
| Human Oversight Design | 12% | 52 | 61 | -9 | -1.1 |
| Post-Market Monitoring | 12% | 35 | 47 | -12 | -1.4 |
| Customer Documentation | 8% | 55 | 62 | -7 | -0.6 |
| Total | 100% | 37 (F) | 55 (F) | -18 | -17.9 |
§ 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 | Gem | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 1 | 1 | — | 3 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 3 | 0 | Sources on the vendor's own domain | 3 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domain | 3 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 13 | 6 | Sources on the vendor's own domain | 19 | 2 | Audit reportSources on the vendor's own domainSources on a separate domain |
Fetcher has 19 evidence rows across 7 of 7 criteria — 13 with a source URL, 6 documented absences; Gem has 21 evidence rows across 7 of 7 criteria — 19 with a source URL, 2 documented absences; some documentation or audit rows for Gem sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 40 evidence rows on file for these two vendors: 19 for Fetcher, across 1 distinct source domain, and 21 for Gem, across 2 distinct source domains.
- Rubric
- v1.0
- Fetcher last reviewed
- July 17, 2026 · HireAIScore editorial team
- Gem 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
Scored against