Fundamentally calcium chloride is a desiccant and is often used as a firming agent. That is, it helps keep foods from becoming mushy when they sit on store shelves – particularly canned foods. You’re likely to find it in almost any canned fruit or vegetable, as it does a lot to extend the shelf lives of those foods.