Not all browsers support all of the fonts available on the internet. If a browser does not support a specific font that text will be displayed in the browser's default font, this is an issue more common in older browsers.
The fonts offered in Webzai editor are supported by the majority of contemporary browser versions. In the font selection menu there are a number of fonts under the category 'Web Safe Fonts' which are compatible with all browsers including their older versions.