Online advertising has evolved with the Internet, but its effectiveness and time lags are not well understood. This study looked at the impact of search engine marketing, banner advertising, and price-comparison advertising on sales. They found that search engine marketing has the longest-lasting effect, while price-comparison advertising has the shortest. The study used data from a popular online platform for used books and employed statistical models to analyze the results.