In practice
Describe what the image shows in the context of the page, in a sentence a person would find useful.
Leave it empty for purely decorative images so screen readers skip them rather than reading noise.
Why it matters
It is an accessibility requirement first, and the primary way image search understands a file.
Keyword-stuffed alt text fails both audiences at once.