Taru Kapoor spent years running Tinder and Match Group’s India business - the company that made swiping the default verb for dating. Her new startup, Rivet, has just raised $10.5 million in seed funding from Peak XV Partners, Shine Capital, and Blume Ventures to build something that runs on the opposite mechanic: real people voting on whether two strangers might actually work.
The product is a bet against the thing its founder built
Rivet calls its model Social Matching. An algorithm proposes potential pairs, but the decision doesn’t stop there - volunteer “Matchers,” other users on the platform, look at both profiles and vote on whether the match is worth pursuing. It’s less an app than a standing panel of strangers doing, at scale, what a friend does when they say you should meet someone they know. Co-founded with Rajat Sahni, the company is headquartered in Delhi NCR with its engineering and machine learning teams based in India, and plans to use the raise to expand distribution in the US.
Swipe fatigue created the opening
Endless swiping was a genuine innovation once - it removed friction from meeting people. A decade in, the same mechanic has produced the opposite problem: the volume itself is exhausting, and matches that took no effort to make often take no effort to abandon. Rivet’s pitch isn’t a better matching algorithm. It’s reintroducing a cost - someone else’s attention and judgment - into a process that got too frictionless to mean anything.
The trust layer is the actual product
A product category that gets commoditized eventually gets won back by whichever competitor proves it cares more than the algorithm does. A volunteer reviewing two strangers’ profiles and staking a small piece of their own judgment on the outcome is a costly signal in a way an algorithm’s confidence score never is, and costly signals are what trust is built from. Investors backing this round aren’t betting Rivet cracked a matching algorithm nobody else thought of. They’re betting that reintroducing a human cost into a category that removed all cost is, itself, the differentiator.
Why the founder’s own history is doing marketing work here
A founder walking away from the exact mechanic she helped scale, in the exact category she helped define, is a story that writes its own headline - and Rivet’s seed announcement leaned on that story rather than burying it. That’s the harder kind of positioning to manufacture: not a claim a marketing team invented, but a biography the company simply had to disclose honestly.
Whether human-curated matching scales past a small, engaged user base is still unproven. What’s already proven is that a founder’s own reversal, told plainly, gets a seed round more attention than almost any feature list could.