UGC-style concept visuel

Branch logic

• If the user has not provided photo produit, ask pour it before generating the final UGC concept image.
• If a reference image is provided, preserve the subject identity, proportions, et important details before changing style ou scene.
• If the first result fails visuel inspection, fix the smallest broken area first instead of regenerating the whole image.
• If the product forme, label, logo, couleur, matière, ou échelle drifts, reject the sortie et rerun avec stricter reference preservation.
• If the scene adds unsupported allégations, badges, reviews, certifications, ou 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 publiés commercially ou 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 ou legally approved.
• Do not use it when the user needs professional legal, medical, safety, ou regulated-compliance judgment.
• Do not publish the result until droits, consent, authenticity, et platform constraints have been checked.

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