Why We Built SPARK: The Future Isn't Dating. It's Social Discovery.

A Table in Bangkok

On a Thursday evening in Bangkok, twelve people sit down to dinner at a long wooden table in a restaurant most of them have never been to.

They are, on paper, strangers. A software engineer eight months into her move from London. A founder between companies. A doctor who works nights and had stopped being invited to things. A designer who knows four thousand people on the internet and, until recently, almost no one in this city. None of them swiped on each other. None of them will spend the evening holding a phone.

By the time the plates are cleared, something has happened that no messaging app has ever reliably produced: people who did not know each other at seven o’clock have plans with each other by ten.

We have now watched versions of that evening happen 892 times. That is the number of completed real-world meetings SPARK members have had at the time of writing — not matches, not conversations, but tables actually sat at — and behind it stand more than 1,397 members who have met another member in person, drawn from a community that has grown past 10,000 verified people across Bangkok and Singapore. Nearly two-thirds of that growth — 62%, to be precise — arrived the old-fashioned way: one member bringing someone they care about.

I am telling you about the dinner before I tell you about the philosophy, because the dinner is the philosophy. Everything else in this essay is simply an explanation of why that table is so hard to reach in modern life, why every major platform of the last twenty years failed to build a bridge to it, and why we believe the company that does will define a new category.

The Observation We Couldn’t Ignore

Every great company begins with an observation that becomes impossible to ignore.

Ours wasn’t that people struggled to find each other. Quite the opposite. By the time we started SPARK, finding people had never been easier in the whole of human history. Dating apps put thousands of potential partners in your pocket. LinkedIn put every professional in your industry a message away. Instagram let you follow the daily lives of strangers on the other side of the world. Communities, group chats and event pages multiplied endlessly.

Discovery, in the digital sense, was a solved problem.

And yet something strange was happening. The easier it became to connect online, the harder it seemed to become to build meaningful relationships offline. I watched it in my own life and in the lives of nearly everyone around me. People had thousands of connections and remarkably few genuine ones. They had followers but not friends, matches but not partners, contacts but not colleagues they could actually call.

The research community had noticed it too. Julianne Holt-Lunstad’s meta-analyses at Brigham Young University found that weak social connection carries health risks comparable to well-established dangers like smoking and obesity, and that loneliness had quietly become one of the defining public health issues of our era. Robert Putnam had been warning about the erosion of social capital since before smartphones existed; the devices simply accelerated what he described. We were more connected than any generation before us, and somehow lonelier than most of them.

Sitting with that contradiction long enough, we realised something that reframed everything we would go on to build.

The real problem had never been matching.

The real problem was everything that happened afterwards.

The Gap Nobody Was Solving

Strip away the branding and the interfaces, and every meaningful relationship in your life followed roughly the same journey. You discovered the person existed. You connected in some way. You talked. You met. And then, slowly, over shared time and shared experience, you built trust.

Discover. Connect. Talk. Meet. Build trust.

Five steps. Now look at where the technology industry chose to spend twenty years of talent and capital. Almost all of it went into the first three. Discovery was optimised to the point of infinite scroll. Connection was reduced to a swipe or a tap. Conversation was streamlined with prompts, ice-breakers and, more recently, AI-suggested openers.

And the meeting? The single step where chemistry, trust and genuine relationships actually begin? It was left almost entirely to chance. Platforms handed two strangers a chat window and wished them luck.

The results were predictable. Conversations that sparkled for three days and then faded into silence. Matches that never became meetings. Plans that were vaguely made and quietly abandoned. If you have ever wondered why a promising match so often goes nowhere, the answer is rarely that the two people were wrong for each other. It’s that the journey from screen to table is genuinely difficult, and nobody had built anything to help. I’ve written before about why matching is easy but meeting is hard, because I think it’s the most under-examined failure in consumer technology.

There’s an economic reason the industry avoided this step, and it’s worth being honest about. Apps that keep you swiping earn more than apps that help you leave. Time in app is the metric that feeds the business model, and a successful real-world meeting is, from that perspective, a churn event. The incentives of the platforms and the interests of their users had quietly diverged, and the gap between them was exactly the space where SPARK needed to exist.

A Bigger Problem Than Dating

I’ll admit that we originally set out to improve dating. That was the obvious entry point; it’s where the frustration was loudest and the failure most visible.

But the deeper we went, the more we noticed the same pattern everywhere. The expat who had moved to Bangkok for work and, six months in, still hadn’t found a circle of friends. The founder in Singapore who had attended a dozen networking events and come away with a stack of business cards and no actual relationships. The professional who wanted a mentor but had no credible way to find one beyond cold messages. The new arrival who knew, statistically, that thousands of interesting people lived within two kilometres of her flat and had no bridge to any of them.

The relationship changes. The problem does not.

And the pattern holds after people join. Some of our earliest members came to SPARK for romance and found their closest friends. Others came for friendship in Bangkok and ended up finding business partners. Members who arrived to rebuild a social life after moving countries left with professional networks they never intended to build. We stopped being surprised by this a long time ago. Life doesn’t sort people into categories before you meet them. It never has.

Robin Dunbar’s work on the layers of friendship explains why a platform built for one relationship type was never going to be enough: a full social life isn’t one relationship, it’s an architecture of them — a handful of intimates, a circle of close friends, a wider band of meaningful connections. Dating apps served one layer. LinkedIn served another, badly. Nothing served the human being.

So we stopped building a dating app and started building something broader: a platform for meeting interesting, verified people in real life, whatever form the relationship takes.

What SPARK Actually Is

By this point you deserve a plain description of the product, because philosophy without a mechanism is just an essay.

SPARK is a members’ club that lives in your pocket. The journey is deliberately simple. You apply. We verify your identity — every member, no exceptions. You discover people worth knowing: for dating, friendship or professional life. When there’s mutual interest, you match and talk — briefly, because the conversation is a doorway, not a destination. Then you book a curated experience from our network of more than 3,000 partner venues — a long-table dinner, a cooking class, a hike, a gallery evening, a padel court — and you meet. In person, at a real table, with the logistics already handled.

Apply → verify → discover → match → book an experience → meet → build the relationship.

That last arrow is the entire company. Everything before it exists to make it happen.

Curious what those evenings look like? Explore our experiences.

Why Experiences Matter

If the meeting is the hard part, the obvious question is: what makes meeting easier?

Our answer, tested against hundreds of real gatherings, is shared experience.

Consider the difference between two first meetings. In the first, two strangers sit across a table with nothing between them but a coffee and the unspoken pressure to be interesting. Every silence is a small failure. Every question feels like an interview. The entire encounter is a performance with an audience of one.

In the second, the same two people are in a Thai cooking class, both making a mess of their som tam. Or on a hiking trail. Or at a gallery, a comedy night, a long-table dinner with six others. The activity gives their hands something to do and their conversation somewhere natural to go. Silences aren’t awkward; they’re just part of doing something together. Nobody is performing, because everybody is participating.

This isn’t merely our intuition; it’s how human bonding has always worked. Jeffrey Hall’s 2018 research at the University of Kansas found that friendship is built through accumulated hours together — dozens of hours to turn an acquaintance into a casual friend, and a couple of hundred to make a close one. Hours, not messages. The psychology literature on the mere-exposure effect and the propinquity effect tells the same story from another angle: we grow to like the people we repeatedly, physically encounter. For most of history, villages, congregations, workplaces and neighbourhood pubs supplied those encounters automatically. Modern urban life quietly dismantled that machinery, and messaging apps are no substitute, because typing at someone at midnight does not accumulate the kind of hours Hall was measuring.

So we made curated experiences the centre of SPARK rather than an afterthought. Not endless chat with a meeting as a distant maybe, but real-world experiences as the default, with conversation flowing naturally around them. If you’ve ever wanted a better answer to the question of where to actually meet new people in Singapore, this is ours: not an app screen, a table.

Why Verification Matters

There is, however, a precondition to all of this that the industry has historically treated as optional: trust.

It’s one thing to exchange messages with a stranger on the internet. It is quite another to sit across a table from them. The moment your product’s core promise is a real-world meeting, safety and authenticity stop being features and become the foundation. You cannot build a culture of showing up on an infrastructure of anonymity.

That’s why every SPARK member is identity-verified before they can join a single experience. It’s more friction than the industry standard, and we accept that gladly, because the friction is the point. Verification filters for intent. The person willing to verify who they are is disproportionately the person who genuinely wants to meet people, and the catfish, the scammer and the collector of matches quietly self-select out. Fake profiles don’t survive contact with a process that requires you to be a real person, and reputational accountability changes behaviour: people who know they are known treat each other better.

The result is something rarer than a large network — a trusted one. Members tell us the atmosphere at a SPARK dinner feels different from a generic meetup, and the difference is simply that everyone in the room has been vouched for by the same standard. We’ve published our full approach on our safety page, and we treat it as core product, not compliance. When we say we’re building a verified community, we mean it in the old-fashioned sense of the word community: a place where people can afford to trust each other.

Measuring What Actually Matters

Here is a quiet confession about the technology industry: most products are measured by metrics their users don’t actually care about.

Downloads. Daily active users. Session length. Swipes. Matches. These numbers are proxies for business health, not human outcome. No one has ever lain awake at night feeling grateful for their session length. And in the social space, the gap between metric and meaning becomes almost absurd: an app can report record engagement whilst its users report record loneliness, and both statements can be true at once, because engagement was never the thing anyone actually wanted.

So we chose a different north star, and we hold ourselves to it ruthlessly: completed real-world meetings.

Not matches made, but tables sat at. Every time two people who would otherwise have remained strangers sit across from one another because of SPARK, we count it as a success. Every time they don’t, whatever else the dashboard says, we count it as a failure. That is why the numbers at the top of this essay are the only ones we track obsessively, and why 892 means more to me than any download figure ever could — behind each unit of it are two human beings who now exist in each other’s actual lives.

This choice of metric disciplines everything. When your goal is engagement, you design for the screen. When your goal is meetings, you design for the exit — for the moment a member puts the phone away and walks into a room. It changes what you build, what you celebrate, and crucially what you refuse to build. There are engagement-boosting features common across social apps that we have deliberately declined to ship, because they would keep people scrolling at the expense of meeting. The most telling validation is where our growth comes from: members bringing the people they care about. You don’t recommend a metric to your best friend. You recommend an evening that changed something.

Why This Gets Harder to Copy Every Month

A fair question, and one investors ask us directly: what stops a larger company from doing this?

In one sense, nothing. The idea is describable in a sentence, and I’ve just spent an essay describing it. But categories aren’t defended by ideas; they’re defended by what compounds. And almost everything SPARK accumulates is the kind of asset that compounds slowly and copies badly.

Trust compounds. A verified community is built one identity check, one well-hosted evening, one kept promise at a time. It cannot be bought with a marketing budget, and it is destroyed by exactly the growth-at-any-cost tactics that large platforms are structurally committed to. Venues compound. More than 3,000 partner venues across Bangkok and Singapore is not a feature you ship; it’s a hospitality network you earn, dinner by dinner. Knowledge compounds. Every completed meeting teaches us something no engagement platform ever learns — which settings, formats, group sizes and pairings actually produce relationships, because we measure the meeting, not the click. And reputation compounds most of all: in a community where members are known, the accumulated history of showing up becomes the social fabric itself, and nobody can migrate their reputation to a copycat.

There’s also a quieter structural defence. The incumbents’ business models actively forbid them from following us. An engagement platform that starts designing for the exit is cannibalising its own revenue line, and public companies rarely vote for that. We took ~30% month-on-month community growth as encouragement; we take their incentives as protection.

If you’d rather be inside the room than reading about it: apply for membership.

The Birth of Social Discovery

When a problem is this widespread and the existing categories serve it this poorly, something predictable happens: a new category is born.

We believe that category is Social Discovery.

Look at why each of the old categories cannot stretch to solve it. Dating apps serve one relationship type, and their economics are structurally addicted to keeping you single and swiping; solving your problem ends their revenue. Networking apps reduce human beings to job titles and treat relationships as transactions with a professional pretext; nobody has ever described a LinkedIn message as the beginning of a friendship. Social media long ago stopped being social in any meaningful sense and became broadcast media with comment sections; it connects you to audiences, not to people. And event platforms fill rooms without filling lives, because a room of unvetted strangers with no shared context is precisely the networking-event failure we’ve written about elsewhere — most networking events don’t work, and the reasons are structural.

Each category optimised one fragment of the journey. None of them owns the outcome. Social Discovery is the category that does: platforms designed to help people discover meaningful relationships across every dimension of life — romantic, platonic, professional, mentorship, community — and to convert that discovery into real-world connection.

The category has three defining commitments, and they’re the three we’ve built SPARK around. Verified people, because trust is the precondition of meeting. Curated shared experiences, because activity is the natural habitat of connection. And real-world meetings as the measure of success, because life happens off the screen.

Every established category was once a strange new idea. Ride-sharing sounded implausible until it was infrastructure. Home-sharing sounded reckless until it was ordinary. Social Discovery will follow the same arc, and for a simple reason: the need it serves isn’t a trend. It’s one of the oldest needs humans have — temporarily orphaned by two decades of technology that optimised the wrong step of the journey. Whether it’s making friends in Singapore or a first date in Bangkok worth remembering, the demand was always there. What was missing was the category. Once you see the problem clearly, the category stops looking novel and starts looking inevitable.

Where We’re Going

SPARK’s ambition is simple to state and enormous to build: we are creating infrastructure for human connection.

We began in Bangkok and Singapore, two cities full of ambitious, mobile, often newly-arrived people — exactly the people modern life leaves most connected and least met. Later this year we bring SPARK to New Zealand, beginning with Auckland, and in time to other cities where the same quiet problem lives. If you’re new to Auckland and wondering how you’ll meet people, we’re coming.

But I want to be precise about what we’re not trying to do, because in this industry restraint is rarer than ambition. We are not trying to build the world’s biggest social network. Bigger networks have been built, and they made the problem worse. We’re trying to build the world’s most genuine one — a membership you’re proud to hold, a community where verification means something, and a product whose success is measured in dinners, hikes, conversations and relationships rather than in hours of attention captured.

Our test for every feature, every experience and every decision is the same question: does this get people off their phones and into each other’s lives?

Because here is the conviction underneath everything, the sentence I would keep if I could keep only one.

Life doesn’t change when two people match.

It changes when two people meet.

If This Is You

Perhaps you moved cities for a job and the job is going well and the evenings are quiet. Perhaps you have four hundred contacts and no one to call on a Sunday. Perhaps you’re building a company and you’ve realised the thing you’re missing isn’t capital or talent but people who understand the weight of it. Perhaps you’re simply tired of conversations that live and die inside a screen.

None of that is a personal failure. It’s what happens when a whole generation’s tools for meeting people were designed to do something else. The machinery that used to turn strangers into friends — the village, the congregation, the local — wasn’t replaced. It was just switched off.

We’re switching it back on, one table at a time. There’s a seat at it for you.

Looking to meet interesting people in real life? Download SPARK or join our verified community.

FAQs

Is SPARK a dating app? No. SPARK is a social discovery platform. Dating is one of the relationships our members build, alongside friendships, professional connections, mentorship and community. Every member is identity-verified, and everything we design is oriented towards meeting in real life rather than messaging indefinitely.

How is Social Discovery different from social media or networking apps? Social media optimises for attention on a screen; networking apps optimise for professional transactions. Social Discovery optimises for real-world meetings between verified people across every kind of relationship. The success metric isn’t engagement — it’s two people actually sitting across a table.

Where is SPARK available? SPARK currently operates in Bangkok and Singapore, with curated experiences hosted across our partner venues in both cities. New Zealand is next, launching in Auckland, with more cities to follow. You can apply to join the community or learn more about us.

Founder’s Note

When I started SPARK, I wasn’t trying to build another app. The world has enough apps. I was trying to solve a problem I had lived: technology had made introductions easier than at any point in history, and yet meaningful relationships remained stubbornly, surprisingly difficult to build. I had the matches, the contacts and the followers, and I noticed that none of it reliably became dinners, friendships or love.

Everything about SPARK follows from taking that problem seriously — the verification, the experiences, the obsession with meetings over metrics. The future of this industry isn’t helping people match. It’s helping people meet. That’s the company we’re building, and if that future sounds like one you’d like to live in, come and meet us. In person, ideally.

— Sunny Khurana, Founder & CEO, SPARK