{"product_id":"ai-agent-for-amazon-ready-white-background-images","title":"AI Agent for Amazon-Ready White Background Images","description":"\u003ch3\u003eProduct Description: AI Agent for Amazon-Ready White Background Images\u003c\/h3\u003e\n\n\u003cp\u003eThis AI skill package simplifies the creation of Amazon-compliant white-background main images from product photos. It utilizes GPT Image 2.5 to process these images and automatically verifies them against Amazon's guidelines using a Python script.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eStep 1: Product Identity Lock\u003c\/strong\u003e\n    \u003cul\u003e\n      \u003cli\u003eStudy each reference photo provided.\u003c\/li\u003e\n      \u003cli\u003eWrite a short identity lock, detailing key product features such as shape, color, logo, and other visible details.\u003c\/li\u003e\n      \u003cli\u003eEnsure every prompt includes this identity lock for accurate image generation.\u003c\/li\u003e\n    \u003c\/ul\u003e\n  \u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eStep 2: Image Processing Model\u003c\/strong\u003e\n    \u003cul\u003e\n      \u003cli\u003eUtilize GPT Image 2.5 to process the initial product photo.\u003c\/li\u003e\n      \u003cli\u003eEnsure the processed image conforms to Amazon's requirements: pure white background, a product that fills at least 85% of the frame, and absence of text or watermarks.\u003c\/li\u003e\n    \u003c\/ul\u003e\n  \u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eVerification\u003c\/strong\u003e\n    \u003cul\u003e\n      \u003cli\u003eA Python script automatically checks the generated image for compliance.\u003c\/li\u003e\n    \u003c\/ul\u003e\n  \u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eDevelopers working with AI coding agents such as Claude Code, Cursor, and Codex.\u003c\/li\u003e\n  \u003cli\u003eTeams focused on e-commerce and online marketplace presence.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eTransforming amateur or supplier photos into compliant main images for e-commerce platforms like Amazon, Walmart, and eBay.\u003c\/li\u003e\n  \u003cli\u003eEnhancing product listings with hero images that meet specific marketplace standards.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eIntegration with coding agents including Claude Code, Cursor, and Codex.\u003c\/li\u003e\n  \u003cli\u003eUtilization of GPT Image 2.5 for image processing.\u003c\/li\u003e\n  \u003cli\u003eAutomatic compliance check via a Python script.\u003c\/li\u003e\n  \u003cli\u003eSeamless operation with the ecommerce-image-skills package from Xianyu110's GitHub repository.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c!-- mcpcart:static-blocks:start --\u003e\n\u003chr\u003e\n\u003ch3\u003eSource \u0026amp; Licence\u003c\/h3\u003e\n\u003cp\u003eThis package is built on open-source work published by \u003cstrong\u003exianyu110\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/xianyu110\/ecommerce-image-skills\" rel=\"nofollow noopener\" target=\"_blank\"\u003exianyu110\/ecommerce-image-skills\u003c\/a\u003e) and distributed under \u003cstrong\u003eMIT\u003c\/strong\u003e. The original licence text and copyright notice are included in your download.\u003c\/p\u003e\n\u003cp\u003ePersonal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.\u003c\/p\u003e\n\u003cp\u003eYour purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.\u003c\/p\u003e\n\u003ch3\u003eDelivery \u0026amp; Support\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eDelivery:\u003c\/strong\u003e instant — a secure download link is emailed to you as soon as payment is confirmed.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e ZIP archive containing the skill files, documentation and the original licence.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSupport:\u003c\/strong\u003e \u003ca href=\"mailto:support@mcpcart.com\"\u003esupport@mcpcart.com\u003c\/a\u003e — we aim to reply within 2 business days.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUpdates:\u003c\/strong\u003e updates are included only where stated on this page.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eRefunds\u003c\/h3\u003e\n\u003cp\u003eThis is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.\u003c\/p\u003e\n\u003cp style=\"font-size:0.85em;color:#666;\"\u003eClaude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:end --\u003e","brand":"MCP Cart","offers":[{"title":"Default Title","offer_id":53089989263671,"sku":"MCP-XIANYU110-ECOMMERCE-IMAGE-SKILLS-AMAZON-WHITE-BACKGROUND","price":30.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/8JTwhlUeVQtSDB476nSzA_882749ff2371479aac870063b33960d0.jpg?v=1791104542","url":"https:\/\/mcpcart.com\/products\/ai-agent-for-amazon-ready-white-background-images","provider":"SPF PRO","version":"1.0","type":"link"}