What changes?
Shared crop style, lighting, stroke weight, and level of detail help images work together. Consistency is about comparable visual treatment, not making every subject identical.
Use it in your work
Use one icon family and a repeatable thumbnail format in a catalog.
A common mistake
Mixing filled, thin-outline, and detailed icons for equal roles.
Context matters
A deliberate style change can mark a different category if it is explained.