JSON is a lightweight data format that can represent complex data structures like objects and arrays. It is useful for AJAX applications because JSON data can be easily evaluated and accessed in JavaScript. JSON has advantages over XML in AJAX as data can be accessed at any depth without additional processing, and JSON syntax is simpler. However, using JSON in AJAX also raises security concerns due to the ability of malicious scripts to access sensitive transmitted data.