amazon-image-studio

Amazon Image Studio

Amazon-specific knowledge for generating listing images with the general vibe_seller_generate_image tool. The tool itself documents the generic contract (user-language prompt, references carry a real subject's appearance, roles by position, the user-confirm pause) — this skill adds only what is Amazon:

1. Amazon image requirements

MAIN image (the one search results show — strictest):

• Pure white background, exactly RGB (255,255,255) — off-white fails Amazon's automated scan.
• Product fills ~85% of the frame, fully visible, not cropped.
• NO text, logos, badges, watermarks, borders, props, or accessories not included in the purchase. Product only, as the buyer receives it.
• ≥1000px on the longest side; ≥1600px recommended (enables zoom). Square (1:1) displays best. JPEG/PNG.
• Category variations exist (e.g. adult apparel is usually shown on a model; shoes as a single shoe at an angle). When in doubt, mirror what the store's own live listings of the same category do.

Secondary images (gallery slots 2-7+): lifestyle shots, infographics with feature callouts, dimension/scale charts and comparison tables are all allowed and convert well. On-image text is fine HERE (never on the main image) — spell every word exactly in the prompt and proofread the result character by character.

2. Collecting reference images

• Supplier page (e.g. 1688): extract the original gallery image URLs from the page (full-size, not thumbnails) and pass them as reference_images directly — the generator fetches URLs itself.
• Amazon listing (style reference): open the listing's dp page and take the hi-res image URLs (m.media-amazon.com/images/I/…, request the large _SL1600_ variant). These carry the store's composition, palette and infographic layout.
• Never pass a blank/placeholder image. Two traps produce them:
  • listings whose images were never uploaded show a "No image available" placeholder;
  • lazy-loading pages serve tiny stand-in GIFs (e.g. 60×40px) until the image scrolls into view. Judge what you actually fetched — is it a full-resolution product photo? A placeholder passed "just in case" poisons the generation.
• Style-reference search order (autonomous, never stall):
  1. a live-imaged listing of the same product type on this store;
  2. otherwise ANY live-imaged listing on this store (brand style — hero look, palette, chip band — carries across categories; you reference its composition, never its product);
  3. if the whole store has no live images, ask the user once (AskUserQuestion): provide a style image (they can drag one into the confirmation popup's reference area) or proceed with supplier photos only — optional; proceed immediately if declined.