To capture spontaneous insights, Brown improvises the main video content. He then uses AI to analyze the final recording and crafts a perfect, data-informed hook, which he films last. This ensures the intro accurately reflects the video's most compelling points.
While many see AI for increasing content volume, Riley Brown argues its real power is enabling deeper research for each piece. He believes the sustainable competitive moat is creating higher-quality, well-researched content over a long period, which AI facilitates, rather than simply batching more soulless content.
Instead of ideating thumbnails from scratch, Brown's process involves finding what already works. He uses an AI agent to scrape hundreds of successful thumbnails, then uses AI-powered design tools like Paper to digitally insert his own face and adapt the style, reverse-engineering success.
Instead of pre-designing AI skills, Brown first uses AI for various tasks. When he identifies a useful, repeatable workflow, he instructs the agent to "turn this into a skill." This creates a personalized, practical, and organically-grown toolkit perfectly tailored to his needs.
Brown avoids manually editing text-based skill files, which can be brittle and model-dependent. Instead, he refines his AI's performance by providing direct, outcome-based verbal feedback, such as, "You didn't do a good job. Change the skill so you don't do that again."
Brown uses his AI "YouTube Researcher" skill to scrape the transcript of a viral video from another creator. He then prompts the AI to distill its structure into a "hook outline." This provides a proven template that he can apply to his own original content ideas.
To avoid becoming a simple news aggregator, creators in technical fields must actively build or consult. Brown argues this "in the trenches" experience provides the raw material for authentic, valuable content that cannot be replicated by someone who only focuses on content creation.
Brown uses the B-R-E-N-S acronym to build compelling video intros: Big (significant), Relatable (affects many), Easy (a clear method), New (novelty), and Safe (assuring viewers their time won't be wasted). Including more of these elements strengthens the hook's effectiveness.