video1.0<iframe src="https://www.loom.com/embed/2abc1d77d14f43ccb84c4a8e67c8a435" frameborder="0" width="1920" height="1440" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>14401920Loomhttps://www.loom.com14401920https://cdn.loom.com/sessions/thumbnails/2abc1d77d14f43ccb84c4a8e67c8a435-826740952650e490.gif254.486Hi, 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.