Retail investor clickstream data can add value in a variety of investment use cases, ranging from pre-trade analytics to short-term investment strategies. Kainoa employs a novel approach to identify anomalies in clickstream behavior on a stock-by-stock basis and deliver the results throughout the trading day for a broad universe of Japanese equities. Their TSAS signal provides valuable insights for traders and quantitative investors alike.