t of seasonality and extraordinary news events, or other factors; ??the number of ad engagements by users; ??the pricing of our ads and other products and services; ??the development and introduction of new products or services or changes in features of existing products or services; ??the impact of competitors or competitive products and services; ??our ability to maintain or increase revenue; ??