§ The result
Fountain leads impress.ai by 6 points.
Fountain scores 44 and impress.ai 38 under rubric v1.0 — a 6-point gap inside the Screening cohort. Fountain leads 5 of the 7 criteria, including Article 11 Technical Documentation, while impress.ai leads 1, including Customer Documentation, and 1 is level. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Fountain 50, impress.ai 35 — and at a 20% weight it carries 44% of the weighted advantage Fountain holds across the 5 criteria on that side of the table.
Vendor profile
Fountain
AI-powered high-volume hiring platform that automates sourcing, applicant screening (including a voice-based AI Recruiter), interview scheduling, and onboarding for frontline workforces.
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
Fountain and impress.ai are both filed under Screening AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773. Only impress.ai is in scope of Mobley v. Workday.
| Record | Fountain | impress.ai |
|---|---|---|
| Price tier | Enterprise | High |
| Headquarters | US | SG |
| Founded | 2014 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 41% of the movement so far
Article 11 Technical Documentation
Fountain 50 · impress.ai 35
3.0 weighted points to Fountain
18% weight · 60% of the movement so far
Bias Audit Transparency
Fountain 30 · impress.ai 22
1.4 weighted points to Fountain
12% weight · 73% of the movement so far
Post-Market Monitoring
Fountain 40 · impress.ai 32
1.0 weighted points to Fountain
15% weight · 84% of the movement so far
FRIA Support
Fountain 30 · impress.ai 25
0.8 weighted points to Fountain
12% weight · 93% of the movement so far
Human Oversight Design
Fountain 58 · impress.ai 52
0.7 weighted points to Fountain
8% weight · 100% of the movement so far
Customer Documentation
Fountain 52 · impress.ai 58
0.5 weighted points to impress.ai
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +6.4 — the difference between the two totals before either is rounded. Shares are of 7.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +6 beside that +6.4.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Fountain minus impress.ai.
| Category | Weight | Fountain | impress.ai | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 50 | 35 | +15 | +3.0 |
| Bias Audit Transparency | 18% | 30 | 22 | +8 | +1.4 |
| FRIA Support | 15% | 30 | 25 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 55 | 55 | - | - |
| Human Oversight Design | 12% | 58 | 52 | +6 | +0.7 |
| Post-Market Monitoring | 12% | 40 | 32 | +8 | +1.0 |
| Customer Documentation | 8% | 52 | 58 | -6 | -0.5 |
| Total | 100% | 44 (F) | 38 (F) | +6 | +6.4 |
§ 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 | Fountain | impress.ai | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 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% | 1 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 0 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 14 | 6 | Sources on the vendor's own domain | 18 | 7 | Sources on the vendor's own domain |
Fountain has 20 evidence rows across 7 of 7 criteria — 14 with a source URL, 6 documented absences; impress.ai has 25 evidence rows across 7 of 7 criteria — 18 with a source URL, 7 documented absences.
Provenance
The scores above are documented by 45 evidence rows on file for these two vendors: 20 for Fountain, across 2 distinct source domains, and 25 for impress.ai, across 1 distinct source domain.
- Rubric
- v1.0
- Fountain last reviewed
- June 7, 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