Wrong people keep finding right people. And right people keep finding wrong people.
I have been sitting with this for a long time. Two years ago I started working on it directly, building a small behavioural matchmaking experiment of my own, trying to understand what compatibility actually requires when you strip away the noise. So when I got the opportunity to sit with a founder building in this space at scale, I went in curious, not with an agenda.
How the conversation started
My previous company was in the astrology space. The founder asked, half curious half skeptical, how people even believe in something like that.
It opened up a longer conversation than either of us probably expected. We talked about astrology, then religion, then the nature of faith, then how our individual ideas of right and wrong get formed.
What struck me was how he holds his beliefs separately from the business decisions he makes. He is clear about what he personally thinks. And yet he has built a product that incorporates cultural and religious preferences into its matching logic because that is what his users need. He took societal norms as a data point rather than a debate to win. That is a specific kind of founder clarity worth noting.
How he thinks about matchmaking
When I asked what he has learned about matchmaking, what his key observations are and what makes it hard, he was direct with his opinions.
Compatibility in the long run is not about opposites attracting. That spark you feel with someone very different from you is real but it is not durable. What sustains a relationship is commonality. Shared references, shared values, shared rhythms of life. The more two people have in common, the longer and more naturally the conversation flows. And in his view, the length and quality of that conversation is a better signal than any checklist of preferences.
He also talked about the societal structures that shape matchmaking in India whether we acknowledge them or not. Certain roles and expectations around marriage, around who moves, who provides, who takes care of whom, are deeply embedded in how most users approach the process. He has accepted these as real data points and built them into how the product works rather than positioning the product against them.
I think some of these structures deserve more scrutiny than they get. The fact that society has normalised something does not make it worth optimising for. A woman choosing to stay unmarried and live independently is not an anomaly to be explained. It is a valid life. The framing that treats it as unusual says more about the assumption than the person.
A founder who goes to war with his users’ worldview to prove a point is not building a product. He is building a statement. He chose the product. I do not agree with the trade.
The gap this space is trying to fill
Indian matchmaking has traditionally sat at two extremes. On one end, family-mediated, community-filtered, process-heavy platforms that work well for users who want that involvement. On the other end, casual dating apps that were never designed for people who are serious about commitment.
The gap in the middle is real and it is underserved. Urban professionals who are serious about finding a partner but want to own the process themselves, before family gets involved, without the noise of swipe culture. I had identified this gap independently. It is part of why I started The One, a behavioural matchmaking experiment for singles in India that I am running today. Sitting with this founder confirmed it is not just a personal observation. It is a market.
What makes premium matchmaking different is the deliberateness of the process. Verified profiles, curated matches, privacy by design. The promise is not volume. It is quality. And quality at this level requires a much higher bar for who gets into the pool in the first place.
The waitlist as a brand signal
One thing that stood out was how the founder thinks about the waitlist.
A large waitlist in most startups is an operations problem. Here it is a positioning asset. The exclusivity signal it sends to approved members, that they were chosen, that not everyone gets in, is part of what justifies the price and the experience.
This is not unique to matchmaking. Private clubs, invitation-only platforms, high-end concierge services all use scarcity the same way. But it requires discipline to maintain. The moment you start approving at volume to hit a number, you dilute the very thing people are paying for. Managing that tension is one of the harder strategic problems in this category.
What the product measures
The success metric he described was not marriages. It was meetings. Did the person receive profiles that were good enough that they actually wanted to meet someone?
That is a thoughtful way to define success for a matchmaking product. Marriage is a lagging indicator that takes months or years to confirm and involves variables entirely outside the product’s control. Whether someone wanted to meet a match they received is immediate and directly tied to the quality of the curation.
It also puts the right pressure on the algorithm. Not “did this person eventually get married” but “did we send them someone worth their time.” That is a harder standard to meet and a more honest one.
What I learned going through the product as a user
The founder suggested I go through the onboarding myself. So I did.
These observations are entirely my own and reflect my experience as a first-time user. Nothing here was shared with or approved by the company.
The first screen asks you to make a decision before you are ready The profile creation page presents multiple ways to get started simultaneously. For someone arriving with intent but without preparation, having to choose between options before the journey has even begun creates friction at exactly the wrong moment. A premium product should guide. The first screen should feel like a welcome, not a fork in the road.
Preferences before identity The flow asks what you are looking for before it asks who you are. On one hand this signals that the product is there to serve your needs. On the other hand it creates a slightly abstract opening experience. You are building a picture of your ideal match before the product has any picture of you. Whether that is disorienting or reassuring probably depends on where you are emotionally in the process.
Questions that assume a shared framework Some questions in the onboarding are rooted in specific cultural or religious traditions. For users who hold those beliefs, the questions are meaningful and welcome. For users who do not, or who are uncertain, there is no neutral path. The choice architecture assumes a shared framework that not every user in the target demographic will have. A small design consideration here could make the experience feel more genuinely inclusive without losing anything for users who want those filters.
The verification promise and the actual journey The brand leads strongly on verified profiles as its core promise. The onboarding journey, as a user, does not always reflect that same urgency. There are moments where you can progress further than the promise might suggest without completing the steps that make verification real. This is not a criticism of the intent. It is an observation about the gap between what a brand says and what a user actually encounters, which is always worth closing.
The thoroughness that reassures and the thoroughness that overwhelms The questions go deep. Lifestyle, cultural background, family context, personal values. For users who are serious this thoroughness is reassuring. For users who are still figuring out what they want, the depth can feel like a commitment before they are ready to commit. That tension between thoroughness and accessibility is something every premium matchmaking product has to navigate.
Personalisation that has not caught up with ambition By the time a user reaches the end of onboarding they have shared a significant amount about themselves. The transition into the next stage of the journey does not always reflect that. There are moments where the experience feels generic rather than tailored, where the product knows a great deal about you but has not yet learned to show it. That gap is fixable and worth fixing, because it is the moment where a user either feels seen or does not.
The first human moment is where the brand promise gets tested I also called the matchmaking team as a prospective user. By the time someone picks up that phone, they have already shared a significant amount of personal information, made a series of considered choices, and arrived at a moment of real vulnerability. What they hear in that first conversation either validates the decision to trust the platform or quietly undermines it. That moment is not a sales call. It is a trust call. And it requires a very different kind of preparation.
What the space needs to get right
Premium matchmaking is a hard product to build because the value is almost entirely in the quality of what happens between people, not in the technology that facilitates it. The algorithm, the verification, the curation, all of it is infrastructure. The actual product is whether two people who meet through the platform feel that the meeting was worth having.
That means the human layer matters as much as the technical layer. How matches are framed, how the team communicates, how users are guided through uncertainty. A platform can have a perfect algorithm and still fail if the experience around it does not hold up.
The platforms that will win in this space are the ones that figure out how to maintain genuine care at scale. That requires systems, training, and a consistent point of view about what a good match looks like. Not just filters. Not just verification. A real standard, applied consistently, by people who understand what they are actually doing.
Why I keep coming back to this problem
The people who are serious about finding a partner are getting worn down. Not because they are too picky or too busy. But because the systems designed to help them were not built with enough honesty about what compatibility actually requires.
I have been sitting with this problem for a long time. It started with a wedding planning startup concept in an entrepreneurship class at NIFT, thinking about how a specific community in Hyderabad finds and celebrates partnership. It continued into The One, a behavioural matchmaking experiment I am running today for singles across India.
The question underneath all of it has stayed the same: what does it actually take for two people to find each other and know it is real?
This founder is asking the same question at scale. I do not agree with every choice he has made in answering it. But the thesis is right. People who are serious deserve a process that is equally serious. And that is a problem worth building for.
These observations are entirely my own, based on my personal experience as a user of an unnamed platform and a conversation with a founder in this space. No company, product, or individual has been named or identified in this piece. Any resemblance to a specific organisation is incidental. Nothing here was shared with or approved by any company. This is not a review, endorsement, or critique of any specific product or business.
