In this episode, Luigi and Ravi dive into the user experience and technology behind online dating apps. With over 40% of people meeting their first date through an app or website, it's no secret that these technologies have changed the way we date. They will explore the design behind successful dating apps, and the role algorithms play in making meaningful connections. Also, they will discuss the "double opt-in" mechanics, Gale-Stanley algorithm, and the math behind matchmaking. Finally, are we productizing people with online dating apps?
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Lenny’s Podcast with Tinder’s Head of Product https://www.lennyspodcast.com/building-your-product-strategy-stack-ravi-mehta-tinder-facebook-tripadvisor-outpace/
Gale-Shapley Algorithm video explanation: https://www.youtube.com/watch?v=A7xRZQAQU8s
Gale-Shapley Algorithm in-depth example: https://towardsdatascience.com/gale-shapley-algorithm-simply-explained-caa344e643c2
Hinge Algorithm Overview: https://medium.com/swlh/dating-data-an-overview-of-the-algorithm-afb9f0c08e2c#:~:text=Hinge uses the Gale-Shapley, to people with similar preferences.
Tinder uses the variable reward ratio: https://www.psychologytoday.com/us/blog/brain-wise/201311/use-unpredictable-rewards-to-keep-behavior-going
Interview with Tinder Product Designers: https://medium.com/thinking-design/for-the-love-of-ux-tinders-product-designers-talk-user-centered-design-for-emotional-experiences-b66e44d8a4f1
Tinder Onboarding and Behavioural Psychology: https://uxplanet.org/how-tinder-design-hooks-you-up-60201d78501f
Hine Labs: https://hinge.co/labs/
Online dating stats: https://www.cloudwards.net/online-dating-statistics/