Three axes for choosing a card style
Define intent before aesthetics.
You can evaluate most card styles through three axes: visual density, depth and narrative direction. A long-form editorial card behaves very differently from a product card or a portfolio tile.
Visual density defines how much detail the card can carry. Depth defines whether the interface should feel flat, tactile or immersive. Narrative direction decides whether the image leads the reading order or simply supports it.
When those axes are chosen well, the final style stops feeling arbitrary and starts functioning like a real product decision.