How do I avoid getting flagged for 'misleading content' when using AI product photos?

Quick Answer

The legal standard in the US (FTC) and EU is that an image must not convey a "material misrepresentation" of the product. To avoid flags, do not let AI fix physical defects, alter materials (for example, making polyester look like silk), or change the scale of the product relative to its environment.

The Nightjar Difference

Most AI tools prioritize "beauty" over "reality," often smoothing out textures or fixing gaps. Nightjar is designed to preserve fidelity. The wrinkles, the textures, and the specific details of the product stay in place, so customers aren't disappointed when the box arrives.

The "Materiality" Test

Ask: does this image affect the customer's decision to buy in a way that the physical product will contradict?

Safe AI Use

• Changing the background from a warehouse to a living room.
• Swapping the person in the shot using a Nightjar Fashion Model.
• Recoloring a product to an exact hex code that matches inventory, using the Recolor Edit Shortcut.

Unsafe AI Use (Misleading)

• Texture hallucination: making a plastic bottle look like frosted glass.
• Scale distortion: generating a sofa in a room where it appears huge but is actually loveseat-sized.
• Feature addition: adding lights or buttons that don't exist on the real product.

Practical Tip

Place the generated image next to the raw photo and toggle between them. If the logo text shifted or a seam disappeared, do not publish it. Nightjar is built to minimize these errors, but human review is part of the loop.