Stanford’s Date Drop: The Algorithm That Coded Love Into a Startup

With Valentine’s Day nearing Stanford, certain students might be preparing for initial romantic encounters – not with individuals they discovered on Tinder or Hinge, but through pairings from a platform dubbed Date Drop, conceived by Stanford postgraduate Henry Weng. Date Drop connects undergraduates with prospective partners on a weekly basis, drawing from their answers to a questionnaire.

A brilliant Stanford pupil endeavors to revolutionize a prevalent sector from his Palo Alto residence hall? This narrative might sound familiar! However, younger generations feel profoundly disenchanted by the irksome, discouraging condition of digital matchmaking. So, why not explore an alternative approach?

More than 5,000 Stanford pupils have experimented with Date Drop since its debut in autumn. The service has additionally been introduced at ten further institutions, among them MIT, Princeton, and the University of Pennsylvania. Weng also stated his intention to expand Date Drop more extensively into select urban areas during the coming summer.

“Our pairings lead to real-life meetings at approximately ten times the frequency observed on Tinder,” Weng communicated to TechCrunch. “Rather than superficial swiping, we gain profound insight into each individual before providing them with a single, fitting counterpart every seven days.”

Initially, Weng harbored no designs of transforming Date Drop into the bedrock of a nascent enterprise. Subsequently, a dear acquaintance of his found their significant other through Date Drop. “It was at that moment I perceived this as evolving beyond a mere undertaking,” he remarked.

Presently, Weng views Date Drop as merely the inaugural offering from his burgeoning venture, The Relationship Company, an entity constituted as a public benefit corporation – a corporate structure mandated by law to weigh societal benefits in conjunction with financial returns.

“This commenced as an endeavor I simply wished to see present on campus, and it transitioned into a firm due to persistent requests from students at various institutions, necessitating resources for its realization,” he commented.

Already, Weng has secured “several million” in funding from various angel investors, among them Mark Pincus, founder of Zynga and an early supporter of Facebook, who has instructed business subjects at Stanford (with Weng as one of his students). Andy Chen, previously a partner at Coatue, and Elad Gil, an initial financier of Airbnb, Stripe, and Pinterest, likewise committed capital to The Relationship Company.

“The extended objective for The Relationship Company involves fostering every significant interpersonal bond: whether friendships, career associations, communal ties, or social gatherings,” Weng declared.

It is standard practice for dating platforms to employ algorithms to forecast user compatibility – this being the operational mechanism of such applications. However, Weng asserts his framework is principally directed at cultivating enduring bonds, as evidenced by 95% of Date Drop’s clientele expressing a desire for committed partnerships.

Weng elucidates that two fundamental components are operative. Firstly, the survey must possess sufficient depth to genuinely depict an individual’s character. “This is achieved via the queries, free-form replies, vocal interactions, and additional information furnished by the users,” he stated.

The subsequent hurdle involves foretelling compatibility. “As we assist individuals in arranging meetings, we possess information regarding which pairings prove successful. Consequently, our model is calibrated using authentic results,” he explained. “With these two elements in place, the true process of pairing aligns with established concepts from matching theory scholarship.”

Presently undertaking a master’s degree in computer science at Stanford, Weng has focused his academic pursuits on the economic and mathematical principles of matching. During his undergraduate years at Stanford, he devised a personalized major dedicated to the examination of human behavior, matching, and motivational factors.

“I began to discern the profound influence of matching across numerous facets of our existence,” Weng conveyed to TechCrunch. “Determining your life companion, your acquaintances, your chosen university, or your employer all represent challenges of matching.”

Apart from his technical academic background, Weng discovered an unforeseen course proved beneficial for mastering startup management: titled “Introduction to Clowning.”

“A fundamental tenet of clowning posits that clowns embody failure, and rather than dreading setbacks, they embrace them wholeheartedly,” he noted. “For a creator of products, the entire professional trajectory involves continuous experimentation, failure, and subsequent recovery. The clowning course served as an excellent miniature representation of this.”

To date, The Relationship Company employs two individuals in addition to Weng, supplemented by twelve students functioning as campus representatives. Given that their responsibilities center on forming connections, Weng has incorporated this philosophy into his firm’s management. He provides his staff with a $100 monthly “relationship allowance,” available for expenditures such as romantic outings, presents, shared activities, or any means of cultivating a significant bond of any kind.

“Interpersonal connections constitute the paramount determinant in an individual’s existence,” Weng asserted. “Furthermore, compelling studies indicate that financial outlays on others tend to generate more contentment than self-directed spending.”

Weng’s engrossment with the genesis of human connections has concurrently shaped his daily conduct.

“Date Drop has revealed to me the multitude of fascinating individuals existing beyond the scope of conventional routines,” he shared. “It has fostered in me a greater receptiveness towards individuals I might not have otherwise encountered.”