Listing Readiness Engine helps online sellers turn a random phone photo into a marketplace-ready product image , and tells them exactly why the original wasn't ready. A seller uploads a raw photo. Our app scores it out of 100 with clear reasons (resolution, product fill, background). It then fixes it automatically using Cloudinary AI: Generative Remove deletes hands and unwanted objects, Background Removal isolates the product, and padding centres it on a pure white square, delivered optimised with f_auto and q_auto. The seller sees a before/after view, a new score, and exports a marketplace preset such as Amazon.
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