§ The result
Talkpush leads Recruiterflow by 10 points.
Talkpush sits 10 points above Recruiterflow under rubric v1.0 — 46 against 36 — with Talkpush filed under Screening and Recruiterflow under ATS-integrated. Recruiterflow takes 2 of the 7 criteria, FRIA Support among them, against 4 for Talkpush, whose share includes Bias Audit Transparency, and 1 is level. One criterion, Bias Audit Transparency, is both the widest raw gap (Recruiterflow 18, Talkpush 42) and the heaviest weighted swing, and at 18% weight it makes up 43% of the weighted advantage Talkpush holds across the 4 criteria it leads.
Vendor profile
Recruiterflow
Recruiterflow is an ATS and CRM for recruiting agencies and executive search firms. Its AIRA AI layer ranks candidates already in a firm's database against each job with an explainable 0–100 Criteria Score (AIRA Matchmaker, shown as the 'AI Matches' card), and adds natural-language candidate search, external profile sourcing and an AI call notetaker that fills in interview scorecards.
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
Recruiterflow is filed under ATS-integrated AI, Talkpush under Screening AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only Talkpush is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | Recruiterflow | Talkpush |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | HK |
| Founded | 2017 | 2014 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 40% of the movement so far
Bias Audit Transparency
Recruiterflow 18 · Talkpush 42
4.3 weighted points to Talkpush
20% weight · 76% of the movement so far
Article 11 Technical Documentation
Recruiterflow 33 · Talkpush 52
3.8 weighted points to Talkpush
12% weight · 91% of the movement so far
Post-Market Monitoring
Recruiterflow 33 · Talkpush 46
1.6 weighted points to Talkpush
15% weight · 95% of the movement so far
FRIA Support
Recruiterflow 30 · Talkpush 27
0.4 weighted points to Recruiterflow
8% weight · 98% of the movement so far
Customer Documentation
Recruiterflow 56 · Talkpush 60
0.3 weighted points to Talkpush
12% weight · 100% of the movement so far
Human Oversight Design
Recruiterflow 58 · Talkpush 56
0.2 weighted points to Recruiterflow
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -9.3 — the difference between the two totals before either is rounded. Shares are of 10.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -10 beside that -9.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Recruiterflow minus Talkpush.
| Category | Weight | Recruiterflow | Talkpush | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 33 | 52 | -19 | -3.8 |
| Bias Audit Transparency | 18% | 18 | 42 | -24 | -4.3 |
| FRIA Support | 15% | 30 | 27 | +3 | +0.4 |
| Data Governance Disclosure | 15% | 44 | 44 | - | - |
| Human Oversight Design | 12% | 58 | 56 | +2 | +0.2 |
| Post-Market Monitoring | 12% | 33 | 46 | -13 | -1.6 |
| Customer Documentation | 8% | 56 | 60 | -4 | -0.3 |
| Total | 100% | 36 (F) | 46 (F) | -10 | -9.3 |
§ 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 | Recruiterflow | 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 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on a separate domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 7 | 0 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 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% | 25 | 6 | Sources on the vendor's own domain | 21 | 7 | Sources on the vendor's own domainSources on a separate domain |
Recruiterflow has 31 evidence rows across 7 of 7 criteria — 25 with a source URL, 6 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 Talkpush sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 59 evidence rows on file for these two vendors: 31 for Recruiterflow, across 1 distinct source domain, and 28 for Talkpush, across 2 distinct source domains.
- Rubric
- v1.0
- Recruiterflow 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