Here's why:
* Auto means "self"
* Troph means "nourishment"
So, autotrophs literally mean "self-nourishing". They don't rely on other organisms for food. Instead, they use energy from their surroundings to produce their own food.
The most common example of autotrophs are plants, which use photosynthesis to convert sunlight into energy.