§ The result
Recruiterflow leads XOR on 5 of the 7 criteria.
Under rubric v1.0, Recruiterflow, filed under ATS-integrated, finishes on 36 and XOR, filed under Screening, on 30, 6 points apart. XOR is ahead on none of the 7 criteria: Recruiterflow takes 5, the remaining 2 are level, and the nearest of those 5 is Data Governance Disclosure, Recruiterflow 44 to XOR 42. Recruiterflow takes the heaviest weighted swing, Article 11 Technical Documentation at 20% (Recruiterflow 33, XOR 20), which is 40% of the weighted advantage Recruiterflow holds; the widest raw gap is a different criterion, Human Oversight Design, Recruiterflow 58 to XOR 40.
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
XOR
XOR is a text-first conversational-AI recruiting platform that pre-screens and scores high-volume and hourly candidates with recruiter-defined knockout/scoring questions over SMS, WhatsApp, and Messenger, then auto-schedules interviews on the recruiter's calendar.
§ The record
Recruiterflow is filed under ATS-integrated AI, XOR 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 XOR is in scope of Illinois HB 3773.
| Record | Recruiterflow | XOR |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2017 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 40% of the movement so far
Article 11 Technical Documentation
Recruiterflow 33 · XOR 20
2.6 weighted points to Recruiterflow
12% weight · 74% of the movement so far
Human Oversight Design
Recruiterflow 58 · XOR 40
2.2 weighted points to Recruiterflow
15% weight · 85% of the movement so far
FRIA Support
Recruiterflow 30 · XOR 25
0.8 weighted points to Recruiterflow
8% weight · 95% of the movement so far
Customer Documentation
Recruiterflow 56 · XOR 48
0.6 weighted points to Recruiterflow
15% weight · 100% of the movement so far
Data Governance Disclosure
Recruiterflow 44 · XOR 42
0.3 weighted points to Recruiterflow
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to +6.5 — the difference between the two totals before either is rounded. Shares are of 6.5 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 +6.5.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Recruiterflow minus XOR.
| Category | Weight | Recruiterflow | XOR | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 33 | 20 | +13 | +2.6 |
| Bias Audit Transparency | 18% | 18 | 18 | - | - |
| FRIA Support | 15% | 30 | 25 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 44 | 42 | +2 | +0.3 |
| Human Oversight Design | 12% | 58 | 40 | +18 | +2.2 |
| Post-Market Monitoring | 12% | 33 | 33 | - | - |
| Customer Documentation | 8% | 56 | 48 | +8 | +0.6 |
| Total | 100% | 36 (F) | 30 (F) | +6 | +6.5 |
§ 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 | XOR | ||||
|---|---|---|---|---|---|---|---|
| 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% | 3 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 7 | 0 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 25 | 6 | Sources on the vendor's own domain | 11 | 7 | Sources on the vendor's own domain |
Recruiterflow has 31 evidence rows across 7 of 7 criteria — 25 with a source URL, 6 documented absences; XOR has 18 evidence rows across 7 of 7 criteria — 11 with a source URL, 7 documented absences.
Provenance
The scores above are documented by 49 evidence rows on file for these two vendors: 31 for Recruiterflow, across 1 distinct source domain, and 18 for XOR, across 1 distinct source domain.
- Rubric
- v1.0
- Recruiterflow last reviewed
- September 25, 2026 · HireAIScore editorial team
- XOR last reviewed
- July 17, 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