How to Fix AI-Generated Product Labels and Logos With Photopea

AI can turn a plain product photo into a convincing lifestyle scene, but labels and logos are still a risky part of the image. A bottle can look perfect while one word on the label changes, a brand mark bends incorrectly, or a small variant name becomes unreadable.

Instead of regenerating the whole image repeatedly and hoping the text improves, you can use a simple hybrid workflow: let AI create the scene, then put the genuine label or logo back on top. Photopea is useful for this because it runs in a browser, is free to use, and includes layers, masks, Free Transform, perspective controls and Warp.

What you need

Keep the AI-generated image you want to publish, plus a sharp real photograph of the exact SKU. Ideally, the genuine photograph should show the label or logo from a similar angle. If you have the original label artwork as a PNG, SVG, PDF or other design file, that can be even cleaner than extracting it from a photo.

The important rule is that the real product remains your source of truth. You are repairing the generated marketing image, not asking the editor to invent what the branding should look like.

Step 1: Open the generated image and the genuine source

Open Photopea and load both files. Keep the AI image as your main document and the genuine product photo in a second tab. Zoom into the label area on both before doing anything else.

First check whether the package itself is still accurate. If AI has changed the bottle shape, cap, box proportions or panel geometry, replacing the label may only hide a bigger problem. In that case, regenerate with a stronger reference or use the real product cutout instead.

Step 2: Copy the authentic artwork onto a new layer

If you have the original artwork, place it directly into the AI image as a new layer. If you only have a photograph, select the genuine label or logo as cleanly as possible and copy it into the generated document.

Do not worry about perfect alignment yet. The goal is to keep the branding independent from the background so you can transform it without damaging the rest of the image.

Step 3: Match the angle with Free Transform

Use Edit > Free Transform to scale and rotate the authentic artwork until it roughly matches the generated package. Photopea's official documentation also supports perspective-style corner adjustments, which are helpful when a box or flat label is photographed at an angle.

Work from the outer edges rather than trying to align individual letters. If the left and right sides of the label sit correctly on the package, the internal artwork usually follows much more naturally.

Step 4: Use Warp for curved bottles and pouches

A flat transform is not enough for a cylindrical bottle, jar or curved pouch. Photopea's Warp mode lets you bend a layer using control points, which is useful for making a genuine label follow the curvature of the surface.

Use small adjustments. Over-warping can make a correct logo look stretched even when the package looks realistic. If the AI image shows a dramatically different camera angle from your source, it is often safer to generate a closer angle than to force the artwork into a shape it never had.

Step 5: Mask the edges instead of erasing them

Add a layer mask to hide any unwanted background around the copied artwork. Masks are especially useful where the label disappears behind the side of a bottle, under a highlight, or behind a foreground object.

This is safer than permanently erasing pixels because you can restore an edge later. Keep the mask soft only where the real photograph would naturally soften. A crisp printed label should not suddenly acquire fuzzy borders just because it was composited.

Step 6: Match the lighting without changing the brand

The inserted artwork may look too bright or too flat compared with the generated scene. Use restrained Levels or Curves adjustments, ideally clipped to the artwork layer, to match the surrounding exposure and contrast.

Be careful with colour. If a brand uses a specific red, gold or blue, do not shift its hue simply to make the scene more dramatic. The lighting can change how a surface appears, but the final image should still represent the product a customer will receive.

Step 7: Run a final seller accuracy check

Before exporting, zoom in and compare the composite with the real SKU. Check the brand name, variant name, quantity, net weight, logo proportions, certification marks and any visible legal text. If a barcode or QR code is visible, make sure you have not accidentally distorted it into something misleading or unusable.

For jewellery, the same principle can help with a logo plate or engraving when you have a compatible source angle. It is less reliable for tiny hallmarks, deeply curved engravings or details on a side of the product that was never photographed. Do not invent an unseen mark just to complete the image.

When this workflow is the wrong fix

Compositing works best when AI has preserved the underlying product and only the printed detail has drifted. It becomes much harder when the generated package has changed shape, when fingers or props cover most of the label, when reflective plastic creates complex distortions, or when the new view exposes a side that does not exist in your source material.

In those cases, regenerate with a closer reference, composite more of the real product, or take another photograph. A quick reshoot can be more accurate than spending twenty minutes forcing authentic artwork onto inaccurate geometry.

A useful way to split the job

For tools such as Lustra Studio or other AI product-imaging systems, a sensible workflow is to use AI for the expensive creative part, such as a new scene, composition or campaign image, while keeping critical product information tied to genuine references.

That gives you a better division of labour. AI handles the scene. Your real artwork handles the facts. Photopea provides the small manual bridge between the two, without requiring another paid editing subscription.

Sources: Photopea, Online Photo Editor, accessed 5 September 2026; Photopea Learn, Free Transform, accessed 5 September 2026.