The CEO's significant share purchase is a strong signal of insider confidence, which can positively influence investor sentiment and potentially lead to a short-term increase in stock price. Insider buying, especially in substantial amounts, is often viewed by the market as a bullish sign, as it suggests that company executives believe in the firm's future prospects and consider the stock to be undervalued or a good buy at current levels.