§ The result
Fuel50 leads Talkpush by 12 points.
Fuel50 sits 12 points above Talkpush under rubric v1.0 — 58 against 46 — with Fuel50 filed under Sourcing and Talkpush under Screening. Fuel50 leads 6 of the 7 criteria, including Bias Audit Transparency, while Talkpush leads 1, including Post-Market Monitoring. Bias Audit Transparency is the widest raw gap and the heaviest weighted swing at once (Fuel50 68, Talkpush 42, 18% weight), but it accounts for only 37% 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
Talkpush
Talkpush is a conversational recruitment CRM and applicant tracking system for high-volume hiring that screens candidates over WhatsApp, Messenger, SMS and voice using chatbots, automated workflows (Autoflow), an AI English-proficiency assessment (TalkScore) and an outbound AI voice agent.
§ The record
Fuel50 is filed under Candidate sourcing AI, Talkpush under Screening AI. They also share 1 secondary category: Assessment.
Both are in scope of EU AI Act, Colorado AI Act, NYC LL 144, Illinois HB 3773 and Mobley v. Workday.
| Record | Fuel50 | Talkpush |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | US | HK |
| Founded | 2011 | 2014 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 35% of the movement so far
Bias Audit Transparency
Fuel50 68 · Talkpush 42
4.7 weighted points to Fuel50
20% weight · 61% of the movement so far
Article 11 Technical Documentation
Fuel50 70 · Talkpush 52
3.6 weighted points to Fuel50
15% weight · 83% of the movement so far
Data Governance Disclosure
Fuel50 64 · Talkpush 44
3.0 weighted points to Fuel50
15% weight · 89% of the movement so far
FRIA Support
Fuel50 32 · Talkpush 27
0.8 weighted points to Fuel50
12% weight · 94% of the movement so far
Post-Market Monitoring
Fuel50 40 · Talkpush 46
0.7 weighted points to Talkpush
12% weight · 99% of the movement so far
Human Oversight Design
Fuel50 61 · Talkpush 56
0.6 weighted points to Fuel50
8% weight · 100% of the movement so far
Customer Documentation
Fuel50 62 · Talkpush 60
0.2 weighted points to Fuel50
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +12.1 — the difference between the two totals before either is rounded. Shares are of 13.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +12 beside that +12.1.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Fuel50 minus Talkpush.
| Category | Weight | Fuel50 | Talkpush | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 70 | 52 | +18 | +3.6 |
| Bias Audit Transparency | 18% | 68 | 42 | +26 | +4.7 |
| FRIA Support | 15% | 32 | 27 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 64 | 44 | +20 | +3.0 |
| Human Oversight Design | 12% | 61 | 56 | +5 | +0.6 |
| Post-Market Monitoring | 12% | 40 | 46 | -6 | -0.7 |
| Customer Documentation | 8% | 62 | 60 | +2 | +0.2 |
| Total | 100% | 58 (F) | 46 (F) | +12 | +12.1 |
§ 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 | Talkpush | ||||
|---|---|---|---|---|---|---|---|
| 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 domainSources on a separate domain |
| Bias Audit Transparency | 18% | 3 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on a separate domain |
| FRIA Support | 15% | 2 | 1 | — | 2 | 1 | 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 | 3 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 0 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 4 | 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 | 21 | 7 | Sources on the vendor's own domainSources on a separate domain |
Fuel50 has 28 evidence rows across 7 of 7 criteria — 24 with a source URL, 4 documented absences; Talkpush has 28 evidence rows across 7 of 7 criteria — 21 with a source URL, 7 documented absences; some documentation or audit rows for Fuel50 and Talkpush sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 56 evidence rows on file for these two vendors: 28 for Fuel50, across 3 distinct source domains, and 28 for Talkpush, across 2 distinct source domains.
- Rubric
- v1.0
- Fuel50 last reviewed
- September 25, 2026 · HireAIScore editorial team
- Talkpush last reviewed
- August 2, 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