TikTok's AI brain: how to value the invisible asset that changed everything

Today's Wall Street Journal reports a preliminary US TikTok app deal, with a fascinating detail: it "includes retraining TikTok's algorithm." This isn't just a technical footnote; it's a huge neon sign pointing to the true source of TikTok's power: its proprietary AI algorithm. This algorithm is the 'invisible asset' that makes TikTok so addictive and valuable, capable of understanding user preferences with frightening accuracy. For us, as AI-augmented super investors, this is a profound lesson in valuation. How do you quantify the worth of an algorithm that drives billions in revenue and commands user attention? You can't just find it on a balance sheet! This is where advanced AI integration comes into play. Use an LLM like Claude to research similar M&A deals in the tech sector where algorithms were a core asset. Prompt it to: "Compare the valuation methodologies used for social media companies with highly-developed AI algorithms (e.g., ByteDance's TikTok) versus those without, focusing on how 'intangible assets' like AI are factored in." You can then use AI to scour competitor patents, research papers, and earnings call transcripts for clues on how management teams discuss their AI capabilities. This systematic approach allows you to build a more holistic understanding of a company's competitive 'moat' and its true intrinsic value, especially when traditional metrics fall short. This deep dive into AI as a core asset is how you develop an 'edge' and build generational wealth by investing in the future, not just the present.