§ The result
Talkpush leads Willo by 5 points.
Talkpush scores 46 and Willo 41 under rubric v1.0, a 5-point gap across the Screening and Video interview cohorts. Talkpush leads 5 of the 7 criteria, including Article 11 Technical Documentation, while Willo leads 2, including Data Governance Disclosure. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Talkpush 52, Willo 38 — and at a 20% weight it carries 40% of the weighted advantage Talkpush holds across the 5 criteria on that side of the table.
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.
Vendor profile
Willo
Willo is a browser-based asynchronous (one-way) video interview platform that lets employers collect recorded video, audio, multiple-choice and written candidate responses, then uses AI to transcribe, summarize, rank candidates against employer-defined "Blueprint" criteria, and flag scripted or AI-generated answers.
§ The record
Talkpush is filed under Screening AI, Willo under Video interview AI. They also share 1 secondary category: Assessment.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act, Illinois HB 3773 and Mobley v. Workday.
| Record | Talkpush | Willo |
|---|---|---|
| Price tier | Enterprise | Low |
| Headquarters | HK | GB |
| Founded | 2014 | 2018 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 31% of the movement so far
Article 11 Technical Documentation
Talkpush 52 · Willo 38
2.8 weighted points to Talkpush
18% weight · 55% of the movement so far
Bias Audit Transparency
Talkpush 42 · Willo 30
2.2 weighted points to Talkpush
15% weight · 70% of the movement so far
Data Governance Disclosure
Talkpush 44 · Willo 53
1.3 weighted points to Willo
12% weight · 83% of the movement so far
Post-Market Monitoring
Talkpush 46 · Willo 36
1.2 weighted points to Talkpush
12% weight · 91% of the movement so far
Human Oversight Design
Talkpush 56 · Willo 62
0.7 weighted points to Willo
8% weight · 97% of the movement so far
Customer Documentation
Talkpush 60 · Willo 54
0.5 weighted points to Talkpush
15% weight · 100% of the movement so far
FRIA Support
Talkpush 27 · Willo 25
0.3 weighted points to Talkpush
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 9.0 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 Talkpush minus Willo.
| Category | Weight | Talkpush | Willo | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 38 | +14 | +2.8 |
| Bias Audit Transparency | 18% | 42 | 30 | +12 | +2.2 |
| FRIA Support | 15% | 27 | 25 | +2 | +0.3 |
| Data Governance Disclosure | 15% | 44 | 53 | -9 | -1.3 |
| Human Oversight Design | 12% | 56 | 62 | -6 | -0.7 |
| Post-Market Monitoring | 12% | 46 | 36 | +10 | +1.2 |
| Customer Documentation | 8% | 60 | 54 | +6 | +0.5 |
| Total | 100% | 46 (F) | 41 (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 | Talkpush | Willo | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domainSources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | Sources on a separate domain | 1 | 1 | — |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 0 | 1 | — |
| Data Governance Disclosure | 15% | 3 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 21 | 7 | Sources on the vendor's own domainSources on a separate domain | 9 | 5 | Sources on the vendor's own domain |
Talkpush has 28 evidence rows across 7 of 7 criteria — 21 with a source URL, 7 documented absences; Willo has 14 evidence rows across 7 of 7 criteria — 9 with a source URL, 5 documented absences; some documentation or audit rows for Talkpush sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 42 evidence rows on file for these two vendors: 28 for Talkpush, across 2 distinct source domains, and 14 for Willo, across 1 distinct source domain.
- Rubric
- v1.0
- Talkpush last reviewed
- August 2, 2026 · HireAIScore editorial team
- Willo 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