Virality can be engineered by combining three key ingredients: something controversial, something funny, and something taken out of its usual context. According to Eric Zhu, blending these elements makes for a powerful and shareable story, as exemplified by the concept of sperm racing.

A repeatable framework for creating viral stunts is to take a familiar concept—like a toy store, meditation app, or musical—and create the "world's first" version specifically for your target audience. The inherent absurdity of a "meditation app for CISOs" or a "dating app for accountants" generates curiosity and makes the campaign highly shareable.

Instead of asking an LLM to write for you, feed it high-performing content (tweets, landing pages). Prompt it to analyze the structure, psychological triggers, and core components. This reverse-engineers success into a detailed guide you can use to replicate it with your own ideas.

Viral growth isn't luck; it's an iterative process. When a piece of content shows even minor success, immediately abandon your content plan and create a variation on the winning theme. This business-like A/B testing approach magnifies momentum and systematically builds towards parabolic growth.

Eric Zhu's viral story of taking VC calls from a high school bathroom wasn't a PR stunt; it was a genuine hardship. He later packaged this authentic struggle into compelling content, demonstrating that powerful marketing stories often come from real, unglamorous challenges.

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.

Don't censor ideas early. The path to innovative marketing is generating a high volume of unconventional, even "bad," ideas. Most will fail, but the one or two that succeed can become massive multipliers for your brand, often requiring you to ask for forgiveness, not permission.

Creating viral content requires a formula: identify a dominant fandom driving conversation, understand the target platform's user base, and find a brand-relevant angle within hours. It's a strategic process of connecting cultural moments to your brand in near real-time, not a random act.

The ultimate test of a viral concept is when it attracts inbound investor interest. Eric Zhu published a manifesto for sperm racing and had VCs reaching out to give him money before he had a business plan, indicating the idea itself possessed immense cultural resonance.