UGC-style concept визуал

Branch logic

• If the user has not provided фото товара, ask для it before generating the final UGC concept image.
• If a reference image is provided, preserve the subject identity, proportions, и important details before changing style или scene.
• If the first result fails визуал inspection, fix the smallest broken area first instead of regenerating the whole image.
• If the product форма, label, logo, цвет, материал, или масштаб drifts, reject the результат и rerun с stricter reference preservation.
• If the scene adds unsupported заявления, badges, reviews, certifications, или endorsements, remove them before export.
• If the first tool path fails, switch to the next listed option: FLUX, IP-Adapter.
• If the image will be опубликовано commercially или publicly, run the risk guardrails before export.

When not to use

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• Do not publish the result until права, consent, authenticity, и platform constraints have been checked.

• The final asset clearly matches the requested UGC concept image.
• The main subject still reflects the original фото товара.
• Compare the generated image against the source product before publishing.
• Preserve product silhouette, proportions, материал, цвет, и видимые labels.
• Do not invent features, certifications, ingredients, sizes, ratings, или performance заявления.
• Inspect small text, logos, seams, edges, shadows, reflections, и transparent cutouts at full size.
• Keep the product масштаб believable inside the generated scene и avoid hiding important product information.
• Text, hands, logos, edges, и детали товара are not visibly broken.
• The result is usable in the target channel без another full regeneration.
• Check marketplace, ad platform, и store rules before using the image in a listing или campaign.
• Do not claim the result is platform-approved, marketplace-compliant, или legally cleared.
• Keep generated lifestyle scenes honest: concept визуалы should not imply a real event, customer, или review.
• Confirm the user owns или can use all фото товара, logos, packaging artwork, и brand assets.
• Label UGC-style results as concepts unless the user provides a real customer asset и permission.
• Confirm the user has права или consent to use the source photo и avoid exposing private personal details.
• Preserve product форма, labels, proportions, и материал details; do not create misleading product заявления.
• Do not imply a real customer endorsement, review, или documented event unless the user provides that evidence.
• Proofread all видимые text, labels, logos, и small typography before using the final image.