AliExpress Listing Title Red-Flag Analyzer

We read the product title from AliExpress's official partner API (productdetail.get) and run it through a set of text rules. We compute the uppercase share of Latin letters — serious titles capitalize only word initials and stay under ~40%, so we require 60% before raising the shouting flag. We look for future or stale "new year" phrases (a format recycled every year in dropshipping templates) and count the comma/pipe-separated fragments — real stuffing goes past seven. We detect star/symbol walls, repeated exclamation runs, a curated list of brand-filter-dodging spellings (Nikee, Adidos, Guccci…) and absolute claims like "100% authentic" or "1:1". Every flag is shown with its evidence: the actual share, the detected fragments, or the matched word. The result is a three-step ladder — clean, caution, or strong flags — and it's a heuristic read of the text only: it doesn't judge the seller or promise anything about the product itself.