The founder of Stormy AI attracted the attention of YC's CEO by creating and sharing viral demos of local language models on Twitter. Instead of a cold application, his public building and social media presence led directly to an invitation to apply, highlighting a powerful, non-traditional path into top accelerators.

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Beyond tactics and networking, YC's greatest value is psychological. Constant exposure to hyper-successful founders and casual conversations about billion-dollar outcomes normalizes massive success, fundamentally expanding a founder's own definition of what is possible and instilling greater ambition.

Instead of traditional marketing, Higgsfield's go-to-market strategy focused on creators who teach others how to use AI tools. By positioning their product as the best tool for specific use cases these creators teach (like product placement), they generated powerful, organic distribution and initial customer acquisition.

YC's program for students isn't just about flexibility; it's a strategy to track promising founders for years. By encouraging repeat applications, YC gathers longitudinal data on a founder's evolution, thinking, and progress, de-risking the eventual investment by observing their entire pre-founding journey.

The founder of Source sent Drew Houston $1,000 on Venmo with a pitch in the description to get noticed. Houston, who had previously sent the founder $200 for a domain name after a brief meeting, responded by Venmoing back a $200,000 angel investment. This highlights the power of creative, direct outreach to high-profile investors.

Instead of walking into a pitch unprepared, Reid Hoffman advises founders to use large language models to pre-emptively critique their business idea. Prompting an AI to act as a skeptical VC helps founders anticipate tough questions and strengthen their narrative before meeting real investors.

Gamma's AI launch succeeded not just because of the product, but because they intentionally crafted a "spicy" and provocative tweet designed to spark debate. This drew engagement from influential figures like Paul Graham, massively amplifying their reach beyond what a standard announcement could achieve.

Contrary to common belief, YC partners may review and even encourage the submission of incomplete applications after the deadline. Aegis's founders were contacted by a partner who saw potential in their draft and urged them to finish and submit it, leading to their acceptance.

Standard application processes often filter out candidates with non-linear career paths. Bypassing these filters requires "warm networking"—building genuine connections with people inside a target company to let them see your potential as a human, not just a CV.

A specific VC playbook: post a screenshot of text with a punchy, controversial headline. The headline drives viral distribution and outrage, while the nuanced text attracts knowledgeable individuals who then send better ideas and relevant startups, effectively turning social media into an inbound deal-flow engine.

The founder of Stormy AI pivoted from a context-aware AI to influencer marketing late in his YC batch. He realized his initial concept, while cool, didn't solve a burning customer problem. He then deferred and re-entered YC with a much stronger product, demonstrating the value of radical change even late in an accelerator program.