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 a still is close, prefer image to image to keep composition while you change lighting, background, or crop intent. Regenerating from a blank text to image prompt usually costs more exploratory credits.
Record what worked: model name, ratio, and the exact prompt line that survived review. That notebook becomes your reusable playbook across ecommerce, social, and concept batches.
On deep-imager, treat the AI image generator as a credit-aware studio: lock aspect ratio, pick the model, then write the prompt so text to image spends once on a usable frame.
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.
When a still is close, prefer image to image to keep composition while you change lighting, background, or crop intent. Regenerating from a blank text to image prompt usually costs more exploratory credits.
Record what worked: model name, ratio, and the exact prompt line that survived review. That notebook becomes your reusable playbook across ecommerce, social, and concept batches.
On deep-imager, treat the AI image generator as a credit-aware studio: lock aspect ratio, pick the model, then write the prompt so text to image spends once on a usable frame.
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.
When a still is close, prefer image to image to keep composition while you change lighting, background, or crop intent. Regenerating from a blank text to image prompt usually costs more exploratory credits.
Record what worked: model name, ratio, and the exact prompt line that survived review. That notebook becomes your reusable playbook across ecommerce, social, and concept batches.
On deep-imager, treat the AI image generator as a credit-aware studio: lock aspect ratio, pick the model, then write the prompt so text to image spends once on a usable frame.
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.
When a still is close, prefer image to image to keep composition while you change lighting, background, or crop intent. Regenerating from a blank text to image prompt usually costs more exploratory credits.
Record what worked: model name, ratio, and the exact prompt line that survived review. That notebook becomes your reusable playbook across ecommerce, social, and concept batches.
On deep-imager, treat the AI image generator as a credit-aware studio: lock aspect ratio, pick the model, then write the prompt so text to image spends once on a usable frame.
How do you keep quality high without wasting credits?
Lock ratio first, run one strong text to image pass, then refine with image to image instead of endless fresh prompts.
Before you click Generate, confirm the credit cost on the button and the aspect ratio for the channel you will actually publish to.
If the model returns a safety or policy error, rewrite the prompt without protected names or sensitive requests rather than retrying the same blocked wording.
For team handoff, save the winner still and the prompt in your dashboard history so the next editor can Make Same or continue with image to image.
On deep-imager, treat the AI image generator as a credit-aware studio: lock aspect ratio, pick the model, then write the prompt so text to image spends once on a usable frame.
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.