Global Dating Conference: Compliance Takes Center Stage, Growth Playbooks Retired

The Global Dating Conference returns to London on 26-27 March with a programme that tells you everything you need to know about where the industry's attention has shifted. Forget growth hacks and viral features. This year's agenda is dominated by sessions on safety regulation, AI compliance tooling, and how to make money when your users won't pay for subscriptions.

The event represents the formal merger of Global Dating Insights and Social Discovery Insights, previously separate conferences that have consolidated into a single gathering. That mirroring of broader M&A activity across the sector isn't subtle—when even the trade shows are merging, you know capital efficiency has replaced growth at all costs. According to the organisers, the two-day programme will focus on 'what actually moves the needle' for product teams navigating simultaneous pressure from trust and safety regulation, platform fee increases, and monetisation challenges.

The shift from growth theatre to compliance-first product design isn't a conference theme—it's the industry's operating reality for 2025 and beyond.

When Ofcom gets a speaking slot at your trade event, that's not box-ticking. That's recognition that regulatory risk now sits alongside churn and CAC as a board-level metric. The real question is whether product leaders are moving fast enough to build safety infrastructure that satisfies both regulators and users without destroying the core experience that keeps people swiping.

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Regulation moves from fringe to centrestage

The programme reflects how dramatically the regulatory environment has tightened across Europe. Ofcom's inclusion signals the end of dating apps operating in a largely self-regulated grey zone. Under the OSA, platforms meeting certain thresholds must demonstrate active risk mitigation for issues including harassment, fraud, and child safety—backed by enforcement powers that include fines up to £18M or 10% of global revenue.

That's changed the calculus for compliance teams. What was previously handled by a trust and safety function reporting into operations is increasingly becoming a product design question from day one. Build verification flows too aggressive and you kill activation. Build them too light and you face regulatory action or, worse, a safety incident that lands your CEO in front of a select committee.

Operators attending will be looking for practical implementation guidance, not high-level policy discussion. How are rivals building age verification that passes regulatory muster without requiring government ID? Which AI moderation tools are actually catching harmful content versus flagging false positives? What does 'proactive monitoring' mean when you're processing millions of messages daily across encrypted infrastructure?

Monetisation rethink accelerates

The conference's emphasis on revenue models beyond traditional subscriptions reflects a reality Match Group (MTCH) and Bumble (BMBL) have been confronting in earnings calls for quarters: conversion rates to paid tiers are stalling, particularly among younger cohorts. Gen Z users, according to multiple operator surveys, show significantly lower willingness to pay for dating app subscriptions compared to millennials.

That's forced product teams to explore alternatives. À la carte features, in-app purchases for profile boosts or Super Likes, and even advertising models are back on the table after years of subscription orthodoxy. Grindr (GRND) disclosed in its Q3 2024 earnings that direct revenue—purchases outside subscription tiers—grew 27% year-over-year, outpacing subscription growth. Others are watching closely.

The challenge is implementing new revenue streams without making the free experience so degraded that organic growth collapses.

Dating apps have always balanced free and paid carefully; push too hard towards monetisation and you hollow out the network effects that make the product valuable in the first place. The fact that operators are gathering to discuss 'what's working and what isn't' in this area suggests nobody has cracked the formula yet.

AI moves from feature theatre to infrastructure

Artificial intelligence features a prominently across the programme, but the framing has shifted from user-facing gimmicks to backend tooling. The industry spent 2023 and early 2024 bolting generative AI onto profile creation and messaging—features that mostly felt like solutions in search of problems. That phase appears to be ending.

Product teams are now focused on AI for moderation at scale, fraud detection, and matching improvements that don't require users to interact with chatbots. These are infrastructure plays, not headline features. They're also expensive, requiring sustained engineering investment without obvious near-term ROI.

The question for operators is whether AI tooling can meaningfully reduce the cost of compliance and moderation, offsetting the investment required. Early evidence is mixed. Automated moderation catches obvious violations effectively but struggles with context and nuance. False positive rates remain high enough that most platforms still require human review for edge cases—which means headcount savings are limited.

What this signals about 2026 roadmaps

Conference agendas are trailing indicators, but they're useful ones. The topics dominating this programme suggest product roadmaps across the industry are converging around a set of non-negotiable priorities: building compliance infrastructure that satisfies European regulators, diversifying revenue away from subscription dependency, and deploying AI where it solves actual operational problems rather than generates PR.

That's a marked shift from the feature velocity and growth experimentation that characterised the 2019-2022 period. Established platforms with compliance resources and diversified revenue streams—Match's portfolio approach insulates it somewhat—are better positioned than venture-backed challengers burning cash to acquire users in an increasingly hostile regulatory and economic environment.

Attendance figures weren't disclosed, but organisers indicated limited remaining capacity. Whether that reflects genuine demand or constrained venue size is unclear. What's certain is that the operators who do attend will be comparing notes on problems that didn't exist five years ago and looking for answers that won't be found in the growth playbooks that built this industry.