UGC-style concept visual

Branch logic

• If the user has not provided foto de producto, ask para it before generating the final UGC concept image.
• If a reference image is provided, preserve the subject identity, proportions, y important details before changing style o scene.
• If the first result fails visual inspection, fix the smallest broken area first instead of regenerating the whole image.
• If the product forma, label, logo, color, material, o escala drifts, reject the salida y rerun con stricter reference preservation.
• If the scene adds unsupported afirmaciones, badges, reviews, certifications, o 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 publicadas commercially o 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 o legally approved.
• Do not use it when the user needs professional legal, medical, safety, o regulated-compliance judgment.
• Do not publish the result until derechos, consent, authenticity, y platform constraints have been checked.

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