Choosing the right file format is essential for image optimization. PNG and JPEG are the most commonly used formats. PNG is suitable for images with transparent backgrounds and sharp edges, whereas JPEG is best for photographs and images with gradients. Avoid using GIFs for static images as they tend to be larger in size.