{"type":"video","version":"1.0","html":"<iframe src=\"https://www.loom.com/embed/2abc1d77d14f43ccb84c4a8e67c8a435\" frameborder=\"0\" width=\"1920\" height=\"1440\" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>","height":1440,"width":1920,"provider_name":"Loom","provider_url":"https://www.loom.com","thumbnail_height":1440,"thumbnail_width":1920,"thumbnail_url":"https://cdn.loom.com/sessions/thumbnails/2abc1d77d14f43ccb84c4a8e67c8a435-826740952650e490.gif","duration":254.486,"title":"Automated PDP Arabic Quality Auditor for Mom’s World 🚀","description":"Hi, I am Ankit. This is my track A submission for Mom's World, a PDP quality auditor for marketplace listing. I built an automated reviewer that grades a single product page and writes fixes, including native Gulf Arabic, based on a platform with about 250,000 products and a 75 percent discount. When the page is already good, it returns no flags, but literal translations can score about 45 due to weak Arabic, ungrammatical text, unsupported claims, and attribute gaps. I also handle unsupported claims cases that otherwise raise compliance risks, and I tested with 17 test cases across four orthogonal metrics. No viewer action was requested in the video."}