§ The result
Hireology leads Recruiterflow by 21 points.
Under rubric v1.0, Hireology opens a 21-point lead on Recruiterflow, 57 to 36, with both scored in the ATS-integrated cohort. The 7 criteria split 6 to 1 in favour of Hireology: Hireology is ahead on Bias Audit Transparency and Recruiterflow on Human Oversight Design. One criterion, Bias Audit Transparency, is both the widest raw gap (Hireology 83, Recruiterflow 18) and the heaviest weighted swing, and at 18% weight it makes up 58% of the weighted advantage Hireology holds across the 6 criteria it leads.
Vendor profile
Hireology
Hireology is an applicant tracking and hiring platform for multi-location auto dealers, healthcare providers and hospitality operators. Its AI features score applicants against employer-defined criteria (AI Match) and run rubric-scored, voice-based first-round screening interviews (AI Interview).
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.
§ The record
Hireology and Recruiterflow are both filed under ATS-integrated AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only Hireology is in scope of Illinois HB 3773.
| Record | Hireology | Recruiterflow |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2010 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 57% of the movement so far
Bias Audit Transparency
Hireology 83 · Recruiterflow 18
11.7 weighted points to Hireology
20% weight · 74% of the movement so far
Article 11 Technical Documentation
Hireology 50 · Recruiterflow 33
3.4 weighted points to Hireology
12% weight · 89% of the movement so far
Post-Market Monitoring
Hireology 59 · Recruiterflow 33
3.1 weighted points to Hireology
15% weight · 95% of the movement so far
Data Governance Disclosure
Hireology 52 · Recruiterflow 44
1.2 weighted points to Hireology
15% weight · 99% of the movement so far
FRIA Support
Hireology 35 · Recruiterflow 30
0.8 weighted points to Hireology
8% weight · 99% of the movement so far
Customer Documentation
Hireology 58 · Recruiterflow 56
0.2 weighted points to Hireology
12% weight · 100% of the movement so far
Human Oversight Design
Hireology 57 · Recruiterflow 58
0.1 weighted points to Recruiterflow
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +20.2 — the difference between the two totals before either is rounded. Shares are of 20.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +21 beside that +20.2.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Hireology minus Recruiterflow.
| Category | Weight | Hireology | Recruiterflow | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 50 | 33 | +17 | +3.4 |
| Bias Audit Transparency | 18% | 83 | 18 | +65 | +11.7 |
| FRIA Support | 15% | 35 | 30 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 52 | 44 | +8 | +1.2 |
| Human Oversight Design | 12% | 57 | 58 | -1 | -0.1 |
| Post-Market Monitoring | 12% | 59 | 33 | +26 | +3.1 |
| Customer Documentation | 8% | 58 | 56 | +2 | +0.2 |
| Total | 100% | 57 (F) | 36 (F) | +21 | +20.2 |
§ 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 | Hireology | Recruiterflow | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 4 | 0 | Audit reportSources on a separate domain | 3 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 0 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 5 | 0 | Sources on the vendor's own domain | 7 | 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 | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 25 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain | 25 | 6 | Sources on the vendor's own domain |
Hireology has 29 evidence rows across 7 of 7 criteria — 25 with a source URL, 4 documented absences; Recruiterflow has 31 evidence rows across 7 of 7 criteria — 25 with a source URL, 6 documented absences; some documentation or audit rows for Hireology sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 60 evidence rows on file for these two vendors: 29 for Hireology, across 2 distinct source domains, and 31 for Recruiterflow, across 1 distinct source domain.
- Rubric
- v1.0
- Hireology last reviewed
- September 25, 2026 · HireAIScore editorial team
- Recruiterflow last reviewed
- September 25, 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