§ The result
impress.ai leads HeroHunt.ai by 8 points.
Under rubric v1.0, impress.ai, filed under Screening, finishes on 38 and HeroHunt.ai, filed under Sourcing, on 30, 8 points apart. HeroHunt.ai takes 2 of the 7 criteria, Human Oversight Design among them, against 5 for impress.ai, whose share includes Article 11 Technical Documentation. The advantage impress.ai holds is spread out: Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing (HeroHunt.ai 20, impress.ai 35, 20% weight), yet it supplies only 38% of the weighted points impress.ai gains across the 5 criteria it leads.
Vendor profile
HeroHunt.ai
HeroHunt.ai's AI Recruiter (launched as Uwi) searches a claimed 1 billion+ professional profiles, scores and ranks them against a job description with language models, and sends AI-personalised outreach to the candidates a user approves.
Vendor profile
impress.ai
impress.ai is a Singapore-headquartered recruitment automation platform that uses conversational AI assistants, resume parsing and scoring, and structured competency-based screening to filter, rank and shortlist job candidates, integrating with enterprise ATS systems.
§ The record
HeroHunt.ai is filed under Candidate sourcing AI, impress.ai under Screening 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 impress.ai is in scope of Mobley v. Workday.
| Record | HeroHunt.ai | impress.ai |
|---|---|---|
| Price tier | Low | High |
| Headquarters | NL | SG |
| Founded | 2021 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 35% of the movement so far
Article 11 Technical Documentation
HeroHunt.ai 20 · impress.ai 35
3.0 weighted points to impress.ai
18% weight · 60% of the movement so far
Bias Audit Transparency
HeroHunt.ai 10 · impress.ai 22
2.2 weighted points to impress.ai
15% weight · 77% of the movement so far
Data Governance Disclosure
HeroHunt.ai 45 · impress.ai 55
1.5 weighted points to impress.ai
8% weight · 87% of the movement so far
Customer Documentation
HeroHunt.ai 48 · impress.ai 58
0.8 weighted points to impress.ai
12% weight · 92% of the movement so far
Post-Market Monitoring
HeroHunt.ai 28 · impress.ai 32
0.5 weighted points to impress.ai
12% weight · 97% of the movement so far
Human Oversight Design
HeroHunt.ai 55 · impress.ai 52
0.4 weighted points to HeroHunt.ai
15% weight · 100% of the movement so far
FRIA Support
HeroHunt.ai 27 · impress.ai 25
0.3 weighted points to HeroHunt.ai
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -7.3 — the difference between the two totals before either is rounded. Shares are of 8.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -8 beside that -7.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is HeroHunt.ai minus impress.ai.
| Category | Weight | HeroHunt.ai | impress.ai | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 20 | 35 | -15 | -3.0 |
| Bias Audit Transparency | 18% | 10 | 22 | -12 | -2.2 |
| FRIA Support | 15% | 27 | 25 | +2 | +0.3 |
| Data Governance Disclosure | 15% | 45 | 55 | -10 | -1.5 |
| Human Oversight Design | 12% | 55 | 52 | +3 | +0.4 |
| Post-Market Monitoring | 12% | 28 | 32 | -4 | -0.5 |
| Customer Documentation | 8% | 48 | 58 | -10 | -0.8 |
| Total | 100% | 30 (F) | 38 (F) | -8 | -7.3 |
§ 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 | HeroHunt.ai | impress.ai | ||||
|---|---|---|---|---|---|---|---|
| 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 domain |
| Bias Audit Transparency | 18% | 2 | 1 | — | 2 | 1 | Sources on the vendor's own 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% | 5 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 5 | 1 | Sources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 2 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 6 | 0 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 25 | 7 | Sources on the vendor's own domainSources on a separate domain | 18 | 7 | Sources on the vendor's own domain |
HeroHunt.ai has 32 evidence rows across 7 of 7 criteria — 25 with a source URL, 7 documented absences; impress.ai has 25 evidence rows across 7 of 7 criteria — 18 with a source URL, 7 documented absences; some documentation or audit rows for HeroHunt.ai sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 57 evidence rows on file for these two vendors: 32 for HeroHunt.ai, across 2 distinct source domains, and 25 for impress.ai, across 1 distinct source domain.
- Rubric
- v1.0
- HeroHunt.ai last reviewed
- September 25, 2026 · HireAIScore editorial team
- impress.ai 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