Effective Date: March 10, 2026
This AI Transparency & Algorithmic Use Policy (“Policy”) describes how SingleSync Club, a brand
operated by BYRON MCNEIL LLC (“Company,” “we,” “us,” or “our”), uses automated systems,
algorithms, and artificial intelligence technologies within its services. This Policy is intended to promote
transparency, regulatory compliance, and user trust regarding automated compatibility scoring,
recommendation systems, and related features.
1. Scope of AI Use
SingleSync Club may use algorithmic systems to assist in compatibility scoring, profile matching
suggestions, preference analysis, and event pairing optimization. These systems rely on user-provided
inputs and structured logic models.
2. Nature of Compatibility Scores
Compatibility scores are automated estimates generated based on user-submitted information. They
are probabilistic in nature and do not constitute guarantees of romantic success, psychological
compatibility, or long-term relationship outcomes.
3. No Professional Advice
AI-generated outputs do not constitute counseling, psychological evaluation, mental health advice, or
professional matchmaking services.
4. Data Inputs
AI systems may process profile data such as age range, interests, preferences, event participation
history, and questionnaire responses. No automated decision-making is performed using sensitive
personal data unless explicitly disclosed and consented to.
5. Human Oversight
Where applicable, Company administrators may review or adjust match outputs to ensure community
integrity and platform safety. AI tools are designed to assist, not replace, human judgment.
6. Bias Mitigation
The Company takes reasonable steps to reduce algorithmic bias and unintended discriminatory
outcomes. However, no automated system is entirely free from potential bias.
7. No Background Verification Representation
AI systems do not conduct criminal background checks or identity verification unless explicitly stated in
separate disclosures.
8. Transparency of Limitations
Automated recommendations may be incomplete, inaccurate, or influenced by incomplete user data.
Users are encouraged to exercise independent judgment when interacting with suggested matches.
9. Third-Party AI Services
The Company may utilize third-party AI technologies for analytical or matching assistance. Such
vendors are contractually required to adhere to data protection standards.
10. User Rights
Users may request information about their stored profile data, correction of inaccuracies, or deletion of
account data in accordance with applicable privacy laws.
11. Regulatory Compliance
This Policy is designed to align with applicable federal and state consumer protection laws, including
transparency obligations regarding automated decision-making.
12. Policy Updates
We may update this Policy as AI technologies evolve. Continued use of the Services constitutes
acceptance of any updated Policy.
By using SingleSync Club services, you acknowledge that compatibility tools are automated assistance
features and that all social interactions remain the responsibility of the individual participants.