§ The result
PageUp leads Retorio on all 7 criteria.
Under rubric v1.0, PageUp (ATS-integrated) opens a 20-point lead on Retorio (Assessment), 64 (D) to 44 (F). Retorio leads none of the 7 criteria, and PageUp is ahead on 3 of them by 20 raw points or more, Bias Audit Transparency among them. Even Bias Audit Transparency, the widest raw gap and the heaviest weighted swing (PageUp 80, Retorio 40, 18% weight), is only 36% of the weighted advantage PageUp builds across the 7 criteria it leads.
Vendor profile
PageUp
PageUp is an enterprise talent acquisition suite (ATS, recruitment marketing/CRM, onboarding, learning and performance). Its AI Skills Matching sorts each applicant's resume against skills taken from the job ad into five bands, from Excellent Match to Not a Match, and recruiters reach those results through Paige, its conversational assistant.
Vendor profile
Retorio
Video-based AI that analyses words, voice, and facial expression/body language to infer Big Five (OCEAN) personality and behavioural traits.
§ The record
PageUp is filed under ATS-integrated AI, Retorio under Assessment AI. They also share 1 secondary category: Screening.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773. Only Retorio is in scope of Mobley v. Workday.
| Record | PageUp | Retorio |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | AU | DE |
| Founded | 1997 | 2018 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 36% of the movement so far
Bias Audit Transparency
PageUp 80 · Retorio 40
7.2 weighted points to PageUp
20% weight · 59% of the movement so far
Article 11 Technical Documentation
PageUp 74 · Retorio 50
4.8 weighted points to PageUp
12% weight · 72% of the movement so far
Post-Market Monitoring
PageUp 55 · Retorio 33
2.6 weighted points to PageUp
15% weight · 80% of the movement so far
Data Governance Disclosure
PageUp 63 · Retorio 52
1.6 weighted points to PageUp
15% weight · 88% of the movement so far
FRIA Support
PageUp 40 · Retorio 30
1.5 weighted points to PageUp
12% weight · 95% of the movement so far
Human Oversight Design
PageUp 64 · Retorio 52
1.4 weighted points to PageUp
8% weight · 100% of the movement so far
Customer Documentation
PageUp 63 · Retorio 50
1.0 weighted points to PageUp
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +20.3 — the difference between the two totals before either is rounded. Shares are of 20.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +20 beside that +20.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is PageUp minus Retorio.
| Category | Weight | PageUp | Retorio | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 74 | 50 | +24 | +4.8 |
| Bias Audit Transparency | 18% | 80 | 40 | +40 | +7.2 |
| FRIA Support | 15% | 40 | 30 | +10 | +1.5 |
| Data Governance Disclosure | 15% | 63 | 52 | +11 | +1.6 |
| Human Oversight Design | 12% | 64 | 52 | +12 | +1.4 |
| Post-Market Monitoring | 12% | 55 | 33 | +22 | +2.6 |
| Customer Documentation | 8% | 63 | 50 | +13 | +1.0 |
| Total | 100% | 64 (D) | 44 (F) | +20 | +20.3 |
§ 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 | PageUp | Retorio | ||||
|---|---|---|---|---|---|---|---|
| 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% | 4 | 0 | Audit reportSources on a separate domain | 3 | 1 | Audit reportSources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 0 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 0 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 3 | 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 | 16 | 6 | Audit reportSources on the vendor's own domainSources on a separate domain |
PageUp has 28 evidence rows across 7 of 7 criteria — 24 with a source URL, 4 documented absences; Retorio has 22 evidence rows across 7 of 7 criteria — 16 with a source URL, 6 documented absences; some documentation or audit rows for PageUp and Retorio sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 50 evidence rows on file for these two vendors: 28 for PageUp, across 2 distinct source domains, and 22 for Retorio, across 4 distinct source domains.
- Rubric
- v1.0
- PageUp last reviewed
- September 25, 2026 · HireAIScore editorial team
- Retorio 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