# Indian Matrimonial Platform Implements Gender Gating to Enhance Match Quality _An Indian platform's gender gating reduced women's message overload by 6% and improved match efficacy by 72%, enhancing user engagement and satisfaction._ Source: https://highintentmediagroup.com/news/fewer-dating-profiles-boosts-user-engagement Author: High Intent Newsroom Published: 2026-07-31T06:55:35+00:00 Last updated: 2026-07-31T07:25:48.664433+00:00 Category: Product ## Summary An Indian matrimonial platform used "gender gating" to address gender imbalance. This change, which filtered which men could view women's profiles based on criteria like education and age, reduced women's message overload by 6% and increased overall match efficacy by 72%. For operators, this indicates that strategic filtering can improve match quality and user engagement in imbalanced markets without complex algorithms. ## Key takeaways - Gender gating reduced women's message overload by 6% and increased overall match efficacy by 72%. - Women over 25 showed a 103% improvement in match efficacy and sent 113% more expressions of interest. - The platform's gender ratio ranged from 60:40 to 90:10 men to women. - Women received about 40 times more expressions of interest than men prior to the change. - The platform expanded gender gating to its entire user base after successful trials. ## FAQ ### What is gender gating and how did it work on the matrimonial platform? Gender gating is an intervention where a woman's profile was only shown to men who met default criteria for education, income, and age. Women could adjust these settings according to their preferences, but men could not opt out of the restrictions. It reduced the volume of interest expressions women received by limiting their visibility to a more targeted group. ### What were the specific improvements in match quality and user activity due to gender gating? Overall match efficacy, defined as forming an open line of communication, rose by 72%. Women over 25 saw a 103% improvement in match efficacy and sent 113% more expressions of interest themselves. Women in the treatment group received 6% fewer expressions of interest, indicating reduced message overload. ### What problem was gender gating designed to solve on the platform? Gender gating was designed to solve congestion caused by a significant gender imbalance, ranging from 60:40 to 90:10 men to women. This imbalance led to women receiving about 40 times more expressions of interest than men, causing overload for women and dissatisfaction for men due to reduced engagement from women. ### Can gender gating be applied to other dating platforms or matching markets? The authors suggest that similar criteria-based filtering might be relevant in other matching markets where one side faces congestion. While the study focused on a matrimonial platform, the success indicates that thoughtful design choices can address market congestion in imbalanced markets beyond just matrimonial services. - A matrimonial platform reduced message overload for women by 6 percent through "gender gating," where women's profiles were only shown to men meeting default criteria for education, income, and age - Match efficacy rose 72 percent overall, with women over 25 seeing a 103 percent improvement and sending 113 percent more expressions of interest themselves - The platform's gender imbalance ranged from 60:40 to 90:10 men to women, causing women to receive about 40 times as many expressions of interest as men - Following successful trial results, the platform expanded gender gating to its full user base A new study in Information Systems Research reports that a simple change in how profiles are displayed on a large Indian matrimonial platform reduced message overload for women and improved match outcomes, even if it technically forced users to match with a smaller overall pool of possible matches. The intervention, called "gender gating," dramatically improved the quality of connections while reducing the overwhelming volume of messages women typically received. ## The Problem of Gender Imbalance in Online Matchmaking Researchers Sabari Rajan Karmegam of George Mason University, Jui Ramaprasad of the University of Maryland and Anand Gopal of Nanyang Technological University examined congestion caused by gender imbalance. On the platform, the ratio of men to women typically ranged from 60:40 to as high as 90:10. As a result, women received about 40 times as many expressions of interest as men on average. The volume left many women overwhelmed shortly after joining, which reduced their engagement and raised the risk of them leaving the platform. Men, facing intense competition, also reported lower satisfaction, especially with a large chunk of the women leaving the platform very early and further culling the amount of potential matches they had available. This created a negative cycle affecting both sides of the matching market. Couple using laptop together for online matchmaking ## How Gender Gating Works The team tested an intervention they call "gender gating." Under this design, a woman's profile was shown only to men who met default criteria related to education, income and age that aligned with prevailing social norms. For example, a man in his forties would not see profiles of women more than ten years younger or a couple of years older. > Women could adjust these settings according to their preferences; men could not opt out of the restrictions. The experiment compared users in two Indian states that were similar in size and socioeconomic indicators but differed in language and culture, reducing the chance of cross-group interference. This careful experimental design ensured that the results could be attributed to the intervention rather than external factors. Person reviewing online profiles on smartphone ## Dramatic Results for Match Quality Results showed that women in the treatment group received 6 percent fewer expressions of interest after the change. Match efficacy, defined as the formation of an open line of communication with a serious prospect, rose by 72 percent overall. Women over 25, a group at prime marriageable age on the platform, recorded a 103 percent improvement in match efficacy and sent 113 percent more expressions of interest themselves. > The intervention increased women's interaction with the platform and raised both the number and quality of matches without apparent harm to male users. Much of the subsequent courtship occurs offline, so the study does not track progression to marriage. However, the increase in meaningful engagement suggests that the intervention successfully addressed the core problem of overwhelming and often mismatched interest expressions. Happy couple celebrating successful online match ## Platform Adoption and Future Applications Following the trial results, the platform expanded gender gating to its full user base. The success of the intervention demonstrates that thoughtful design choices can address market congestion without requiring complex algorithmic solutions. The authors note that similar criteria-based filtering could be relevant in other matching markets where one side faces congestion, though those applications were not tested in the study. - Reducing choice through criteria-based filtering can paradoxically improve match quality by eliminating overwhelming volume and focusing on compatible prospects - Women over 25 became significantly more active on the platform after gender gating, sending more than twice as many expressions of interest when freed from message overload - Criteria-based filtering that respects user preferences while managing congestion may have applications in other imbalanced matching markets beyond matrimonial platforms ## Sources - [reduced message overload for women and improved match outcomes](https://scitechdaily.com/scientists-found-a-surprisingly-simple-way-to-improve-online-matchmaking/), Scitechdaily Published by High Intent (High Intent Media Inc). Citation permitted with a link to the source URL above.