Listing photos fail when the SKU warps. The deep-imager AI image generator handles that with image to image.
Keep the product; change the set. Credits stay visible in the workspace.
How do you keep a pack shot on-model?
Upload the real pack and use image to image with a low change: new backdrop, same bottle.
Text to image alone will invent a label. Image to image is the listing path.
When is text to image still useful for e-commerce?
When you need a lifestyle scene and will composite the real SKU later, or when the product is conceptual.
For a course thumbnail with no physical SKU, text to image is enough.
Which model for labels on the box?
GPT-4o image is the better still model when type on the pack must stay readable.
Nano Banana is fine for background color tests. Midjourney-style is for mood, not barcode fidelity.
What does a listing session cost?
5 free credits cover one SKU loop; Basic $1/month adds 10 credits for a small catalog test.
Generation is typically 30 seconds–2 minutes. Paid plans add watermark-free HD and commercial rights.
Start in text to image or image to image, pick a model such as GPT-4o image, then check pricing from $1/month and how credits work before a long run.