AI prompt / advanced
How to Write a Prompt for Product Photography
Prompts steer the scene around the product, not your warehouse. Aggressive “enhancement” language drifts the SKU. Below: prompt structure and safer wording. Vitrina AI Studio is an independent tool, not an official marketplace partner, and does not guarantee moderation approval or perfect accuracy.
Short answer
Describe background, light, mood; forbid changing shape, color, or kit. After generation, use the same QA checklist as without prompts. Product video and Reels-from-photo workflows are in development—do not publish video until your Studio version clearly supports it.
Prompt structure
Template: “neutral studio background, soft light, do not alter product, keep labels.” Trust beats a one-time discount: buyers compare thumbnails to reviews and competing listings. Fix the source and Studio mode first—exact card or white background is safer than lifestyle for main images. Plan a content pack: main, texture detail, optional social frame—one SKU, color, and kit everywhere with no shipment surprises.
Train the marketplace owner on basic QA—the designer should not be the only person who sees drift before upload. On Kaspi, Wildberries, and Ozon, preview on a phone—that is how buyers decide in the app. Compare AI output to the source on a monitor: shape, color, pattern, hardware, labels, and kit must match what ships. Reject variants where details drift—regeneration is cheaper than a return or angry review.
Inspect cutout edges, shadows, and reflections—halos and clipped parts hide on phone previews. Read current marketplace seller help: Vitrina AI does not guarantee moderation and is not an official platform partner.
Vitrina AI Studio is an independent tool, not an official marketplace partner, and does not guarantee moderation approval or perfect accuracy.
What to avoid
Avoid “make it look premium,” “add accessories,” “change color.” Trust beats a one-time discount: buyers compare thumbnails to reviews and competing listings. Fix the source and Studio mode first—exact card or white background is safer than lifestyle for main images. Plan a content pack: main, texture detail, optional social frame—one SKU, color, and kit everywhere with no shipment surprises.
Train the marketplace owner on basic QA—the designer should not be the only person who sees drift before upload. On Kaspi, Wildberries, and Ozon, preview on a phone—that is how buyers decide in the app. Compare AI output to the source on a monitor: shape, color, pattern, hardware, labels, and kit must match what ships. Reject variants where details drift—regeneration is cheaper than a return or angry review.
Inspect cutout edges, shadows, and reflections—halos and clipped parts hide on phone previews. Read current marketplace seller help: Vitrina AI does not guarantee moderation and is not an official platform partner.
Vitrina AI Studio is an independent tool, not an official marketplace partner, and does not guarantee moderation approval or perfect accuracy.
Background vs product
Creative prompts for extra slides after main QA only. Trust beats a one-time discount: buyers compare thumbnails to reviews and competing listings. Fix the source and Studio mode first—exact card or white background is safer than lifestyle for main images. Plan a content pack: main, texture detail, optional social frame—one SKU, color, and kit everywhere with no shipment surprises.
Train the marketplace owner on basic QA—the designer should not be the only person who sees drift before upload. On Kaspi, Wildberries, and Ozon, preview on a phone—that is how buyers decide in the app. Compare AI output to the source on a monitor: shape, color, pattern, hardware, labels, and kit must match what ships. Reject variants where details drift—regeneration is cheaper than a return or angry review.
Inspect cutout edges, shadows, and reflections—halos and clipped parts hide on phone previews. Read current marketplace seller help: Vitrina AI does not guarantee moderation and is not an official platform partner.
Vitrina AI Studio is an independent tool, not an official marketplace partner, and does not guarantee moderation approval or perfect accuracy.
Single-SKU test
One SKU, three wordings, compare to source. Trust beats a one-time discount: buyers compare thumbnails to reviews and competing listings. Fix the source and Studio mode first—exact card or white background is safer than lifestyle for main images. Plan a content pack: main, texture detail, optional social frame—one SKU, color, and kit everywhere with no shipment surprises.
Train the marketplace owner on basic QA—the designer should not be the only person who sees drift before upload. On Kaspi, Wildberries, and Ozon, preview on a phone—that is how buyers decide in the app. Compare AI output to the source on a monitor: shape, color, pattern, hardware, labels, and kit must match what ships. Reject variants where details drift—regeneration is cheaper than a return or angry review.
Inspect cutout edges, shadows, and reflections—halos and clipped parts hide on phone previews. Read current marketplace seller help: Vitrina AI does not guarantee moderation and is not an official platform partner.
Vitrina AI Studio is an independent tool, not an official marketplace partner, and does not guarantee moderation approval or perfect accuracy.
Studio workflow
Log winning presets per category. Trust beats a one-time discount: buyers compare thumbnails to reviews and competing listings. Fix the source and Studio mode first—exact card or white background is safer than lifestyle for main images. Plan a content pack: main, texture detail, optional social frame—one SKU, color, and kit everywhere with no shipment surprises.
Train the marketplace owner on basic QA—the designer should not be the only person who sees drift before upload. On Kaspi, Wildberries, and Ozon, preview on a phone—that is how buyers decide in the app. Compare AI output to the source on a monitor: shape, color, pattern, hardware, labels, and kit must match what ships. Reject variants where details drift—regeneration is cheaper than a return or angry review.
Inspect cutout edges, shadows, and reflections—halos and clipped parts hide on phone previews. Read current marketplace seller help: Vitrina AI does not guarantee moderation and is not an official platform partner.
Vitrina AI Studio is an independent tool, not an official marketplace partner, and does not guarantee moderation approval or perfect accuracy.
Preset log
Prompts do not remove moderation disclaimers. Trust beats a one-time discount: buyers compare thumbnails to reviews and competing listings. Fix the source and Studio mode first—exact card or white background is safer than lifestyle for main images. Plan a content pack: main, texture detail, optional social frame—one SKU, color, and kit everywhere with no shipment surprises.
Train the marketplace owner on basic QA—the designer should not be the only person who sees drift before upload. On Kaspi, Wildberries, and Ozon, preview on a phone—that is how buyers decide in the app. Compare AI output to the source on a monitor: shape, color, pattern, hardware, labels, and kit must match what ships. Reject variants where details drift—regeneration is cheaper than a return or angry review.
Inspect cutout edges, shadows, and reflections—halos and clipped parts hide on phone previews. Read current marketplace seller help: Vitrina AI does not guarantee moderation and is not an official platform partner.
Vitrina AI Studio is an independent tool, not an official marketplace partner, and does not guarantee moderation approval or perfect accuracy.
Checklist
- sharp source
- product unchanged by AI
- background not misleading
- platform rules checked
- copy matches visuals
FAQ
Can I publish AI photos without manual review?
No. AI can change shape, color, patterns, logos, or small details. Compare every result to the source on a large screen and reject inaccurate variants.
Does Vitrina AI guarantee marketplace approval?
No. The service helps prepare images, but platform rules change and the seller remains responsible for final review.
Is Vitrina AI an official partner of Kaspi, Wildberries, or Ozon?
No. It is an independent tool. Check current marketplace image requirements before upload.
Do I need a professional photographer?
For catalog updates and test listings, a sharp phone photo is often enough. Premium hero campaigns may still need a photographer.
Can I publish without checking on a large screen?
No. Phones hide halos, hue drift, and small defects—compare to the source on a monitor or tablet before marketplace upload.