OkCupid Dating: Date Singles represents a data-driven approach to modern matchmaking, distinguishing itself through comprehensive personality questionnaires and algorithm-based compatibility scoring. The platform operates within the competitive dating app market by emphasizing substance over superficial interactions, positioning itself as a solution for users seeking genuine connections rather than casual encounters. The app's core functionality revolves around its extensive matching system, which analyzes user responses to thousands of optional questions covering values, lifestyle preferences, and relationship expectations. This data fuels a percentage-based compatibility score displayed on each profile, providing measurable indicators of potential connection quality. Additional features include DoubleTake (a curated discovery feed), messaging capabilities that don't require mutual matching, and advanced search filters based on demographics and personal criteria. The platform maintains a freemium model where basic functionality remains accessible while premium subscriptions unlock features like seeing who liked your profile and advanced filtering options. User experience demonstrates thoughtful design with intuitive navigation through profile creation, matching, and communication features. The interface employs a clean, modern aesthetic with minimal visual clutter, though some users report occasional performance inconsistencies. Real-world usage patterns show particularly strong engagement during evening hours and weekends, with message response rates varying significantly based on profile completeness and match quality. The app's questionnaire system encourages substantial time investment during setup, potentially leading to more meaningful connections but creating a higher barrier to initial engagement compared to swipe-based competitors. User feedback reveals consistent appreciation for the matching algorithm's effectiveness alongside concerns about profile authenticity. Positive reviews highlight successful connections, with Elizabeth Cary noting on September 1, 2025: 'It is really good and fun to use this dating app because it reminds me of the personality quizzes... Had some fun dates coming out of this.' However, multiple reviews including Ma Ta's August 26, 2025 assessment mention significant issues with 'fake/scams or people from South East Asia,' indicating ongoing challenges with profile verification and geographic matching accuracy. The platform demonstrates notable strengths in matching depth and inclusive design but faces limitations in user verification and international matching precision. Its algorithm effectively facilitates connections based on substantive compatibility factors, making it particularly valuable for users seeking relationships beyond superficial attraction. However, the experience varies significantly by geographic region and requires vigilant user discretion regarding profile authenticity. Ideal use cases involve urban professionals aged 25-40 seeking substantive relationships who are willing to invest time in profile development and questionnaire completion.