AllNutrition

What they're building

AllNutrition.info uses AI to scale, at speed and volume, what people like Michael Greger (nutritionfacts.org, 1.4M+ subscribers) and Ocean Robbins (foodrevolution.org) do by hand: turning the latest high-quality nutrition, health, and longevity research into trusted, cited answers, while filtering out industry-sponsored studies and manufactured controversy. It is already a working platform with conflict-of-interest screening and evidence grading. Tavily is used heavily by the AI agents to research the reputation of each paper's authors, lab, and institution, and to surface any subtle conflict of interest (COI) not explicitly disclosed in the article itself. A detected COI disqualifies a paper from entering the AllNutrition database. I am grateful for Tavily's generous free tier, which helped me get this off the ground; as the database grew I moved up to their Project tier. My Openclaw assistant is used to track top nutrition trends on X, pull the popular and controversial questions from the public API (see https://docs.allnutrition.info), and return cited, deep-research answers that I turn into AI videos (mostly with NotebookLM) for the YouTube channel. This last piece sits outside the private GitHub repo I linked.