AI image models can create strong product visuals, but small text is still one of the hardest details to preserve. If the result is close, try one of the workflows below before regenerating from scratch.
Option 1: Edit the image with a strong reference
Use this when the image is mostly right and you want to correct text or label details.
Open the image in Preview.
Click Edit.
Attach a high-quality product reference, render, or flat artwork file.
Use a direct prompt like this:
Change only the product text and label details that are incorrect.
Preserve everything else:
- product geometry
- exact proportions
- cap or closure shape
- camera angle
- lighting direction
- shadow structure
- label boundaries
- material finish
- background
Replace the visible product text with exactly:
"[insert the exact text here]"
Keep the typography, label placement, colors, and packaging layout faithful to the reference image. Do not redesign the product or change the scene.
Select the Riverflow 2.5 Pro High, xHigh or Chat GPT Image 2 models.
Generate.
Option 2: Use mask-based editing
Use this when only one part of the product needs fixing, or when there are multiple products in one image.
Open the image in Preview.
Click Edit.
Use the pen tool to mask the product or label area you want to fix.
Attach a high-quality reference image or artwork file.
Use the same prompt above.
Generate.
Masking is useful because it tells Riverflow which part of the image should change, while protecting the rest of the scene.
Attached is an image of what you will see when a mask is applied.
Option 3: Use Fix Product Details
Use this when the generated image is close, but the product artwork needs to be corrected more precisely.
Fix Product Details works best when you upload a high-quality reference of the exact visible artwork. Either a 2D artwork file, or a very high quality render are advised.
Use it when you need to fix:
blurry or incorrect label text
distorted logos
wrong claims or icons
incorrect artwork placement
packaging details on one or more visible products
For best results:
upload one reference per product
use a clean, high-resolution artwork or render
avoid uploading several references for the same product
use up to four references if the image contains multiple products or visible sides
For advise on how to set up your artwork correctly for the Fix Product Details tool, read our guide here: š Preparing Artwork for Fix Product Details
Avoid long editing loops
If the first fix does not work, avoid spending lots of credits repeating the same edit.
Instead:
regenerate a few fresh candidates
simplify the requested change
use a cleaner product reference
try Fix Product Details with better artwork
contact support if the product is still not accurate