Product-image requirements for clearer AI recognition

• The product is complete and occupies the main part of the frame
• The image is in focus and avoids severe compression, noise and harsh reflections
• The background is simple and product edges are easy to distinguish
• Key structure, text and material cues are visible

• Images, marks or likenesses you do not have the right to use
• Severely obstructed, overexposed or low-resolution source images
• Several different products crowded into one image
• Relying on AI to invent an unseen back, interior or specification

No matter how clear the source image is, check structure, color, text, specifications, people and intellectual-property issues before use.