To refine AI-generated ideas, create a quality control loop. After generating concepts with Claude, prompt it again to evaluate and score each idea against specific engagement criteria like hook strength, emotional triggers, and algorithm fit. This helps you surgically select the concepts with the highest likelihood of success.

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.

Prompt an AI image generator like ChatGPT to create visual representations of common stereotypes within your industry (e.g., "a stereotypical real estate agent"). This creates funny, relatable, and shareable content by holding a mirror up to your niche, as long as it's done in good fun and avoids negativity.

The expansion of Gen AI-powered effects on YouTube Shorts allows any brand to create custom visual effects. A small company can design a popular, non-branded effect that goes viral, associating their niche with a widespread trend and gaining massive organic exposure.

To generate superior content ideas from a visual AI like Poppy, provide three types of inputs: links to viral videos for inspiration, links to your own content to define your style, and a link to an expert's analysis to provide strategic guidance.

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.

Consumers see thousands of posts a day, making generic sales graphics invisible. To capture attention, use creative formats that are entertaining and playful, such as creating a fake news announcement about your sale or parodying a well-known ad trope.

To prevent audience pushback against AI-generated ads, frame them as over-the-top, comedy-first productions similar to Super Bowl commercials. When people are laughing at the absurdity, they are less likely to criticize the technology or worry about its impact on creative jobs.

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.