§ The result
Fuel50 leads hackajob on 6 of the 7 criteria.
Rubric v1.0 scores the Sourcing entries Fuel50 and hackajob at 58 and 45, a gap of 13 points. hackajob is ahead on none of the 7 criteria: Fuel50 takes 6, the remaining criterion is level, and the nearest of those 6 is Post-Market Monitoring, Fuel50 40 to hackajob 38. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Fuel50 68, hackajob 20 — and at an 18% weight it carries 68% of the weighted advantage Fuel50 holds across the 6 criteria on that side of the table.
Vendor profile
Fuel50
Fuel50 is an AI internal talent marketplace and workforce-transformation platform that matches employees to internal roles, gigs, mentors, learning and career paths, and fit-scores and ranks internal candidates for open roles and succession pipelines, using a skills ontology curated by in-house I/O psychologists.
Vendor profile
hackajob
Archer, hackajob's AI sourcing agent, is calibrated by a recruiter on a hiring brief, then finds, engages and qualifies passive candidates from a 1.5m-member pool and 800m+ indexed profiles and invites those who meet the bar to apply through the employer's existing ATS.
§ The record
Fuel50 and hackajob 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, NYC LL 144 and Illinois HB 3773. Only Fuel50 is in scope of Mobley v. Workday.
| Record | Fuel50 | hackajob |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | GB |
| Founded | 2011 | 2014 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 68% of the movement so far
Bias Audit Transparency
Fuel50 68 · hackajob 20
8.6 weighted points to Fuel50
20% weight · 84% of the movement so far
Article 11 Technical Documentation
Fuel50 70 · hackajob 60
2.0 weighted points to Fuel50
15% weight · 91% of the movement so far
Data Governance Disclosure
Fuel50 64 · hackajob 58
0.9 weighted points to Fuel50
12% weight · 97% of the movement so far
Human Oversight Design
Fuel50 61 · hackajob 55
0.7 weighted points to Fuel50
12% weight · 99% of the movement so far
Post-Market Monitoring
Fuel50 40 · hackajob 38
0.2 weighted points to Fuel50
8% weight · 100% of the movement so far
Customer Documentation
Fuel50 62 · hackajob 60
0.2 weighted points to Fuel50
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +12.7 — the difference between the two totals before either is rounded. Shares are of 12.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +13 beside that +12.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Fuel50 minus hackajob.
| Category | Weight | Fuel50 | hackajob | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 70 | 60 | +10 | +2.0 |
| Bias Audit Transparency | 18% | 68 | 20 | +48 | +8.6 |
| FRIA Support | 15% | 32 | 32 | - | - |
| Data Governance Disclosure | 15% | 64 | 58 | +6 | +0.9 |
| Human Oversight Design | 12% | 61 | 55 | +6 | +0.7 |
| Post-Market Monitoring | 12% | 40 | 38 | +2 | +0.2 |
| Customer Documentation | 8% | 62 | 60 | +2 | +0.2 |
| Total | 100% | 58 (F) | 45 (F) | +13 | +12.7 |
§ 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 | Fuel50 | hackajob | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 4 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 2 | 1 | — | 5 | 0 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 5 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 8 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 0 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 6 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 24 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain | 38 | 4 | Sources on the vendor's own domain |
Fuel50 has 28 evidence rows across 7 of 7 criteria — 24 with a source URL, 4 documented absences; hackajob has 42 evidence rows across 7 of 7 criteria — 38 with a source URL, 4 documented absences; some documentation or audit rows for Fuel50 sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 70 evidence rows on file for these two vendors: 28 for Fuel50, across 3 distinct source domains, and 42 for hackajob, across 2 distinct source domains.
- Rubric
- v1.0
- Fuel50 last reviewed
- September 25, 2026 · HireAIScore editorial team
- hackajob last reviewed
- September 25, 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