Marketplace-safe product visual

Branch logic

• If the user has not provided product photo, ask for it before generating the final clean product image.
• If a reference image is provided, preserve the subject identity, proportions, and important details before changing style or scene.
• If the first result fails visual inspection, fix the smallest broken area first instead of regenerating the whole image.
• If the product shape, label, logo, color, material, or scale drifts, reject the output and rerun with stricter reference preservation.
• If the scene adds unsupported claims, badges, reviews, certifications, or endorsements, remove them before export.
• If the first tool path fails, switch to the next listed option: inpainting, upscale.
• If the image will be published commercially or publicly, run the risk guardrails before export.

When not to use

• Do not use this as proof that the generated clean product image is factually real or legally approved.
• Do not use it when the user needs professional legal, medical, safety, or regulated-compliance judgment.
• Do not publish the result until rights, consent, authenticity, and platform constraints have been checked.

• The final asset clearly matches the requested clean product image.
• The main subject still reflects the original product photo.
• Compare the generated image against the source product before publishing.
• Preserve product silhouette, proportions, material, color, and visible labels.
• Do not invent features, certifications, ingredients, sizes, ratings, or performance claims.
• Inspect small text, logos, seams, edges, shadows, reflections, and transparent cutouts at full size.
• Text, hands, logos, edges, and product details are not visibly broken.
• The result is usable in the target channel without another full regeneration.
• Check marketplace, ad platform, and store rules before using the image in a listing or campaign.
• Do not claim the result is platform-approved, marketplace-compliant, or legally cleared.
• Keep generated lifestyle scenes honest: concept visuals should not imply a real event, customer, or review.
• Confirm the user owns or can use all product photos, logos, packaging artwork, and brand assets.
• Confirm the user has rights or consent to use the source photo and avoid exposing private personal details.
• Preserve product shape, labels, proportions, and material details; do not create misleading product claims.
• Treat platform, listing, or local advertising rules as external constraints that must be checked before publishing.