Apparel is the most competitive creative category on Meta, which makes it the best one to study: when every fashion brand is running ads, the clothing ads that keep running are the ones beating everything else in the auction. This collection is the apparel slice of our live library, ranked by engagement score and days running, from basics and streetwear to athleisure, occasionwear, and accessories.

It is also our deepest vertical at more than sixty thousand ads, so the fashion advertising patterns here are statistically real: try-on video beats the lookbook, fabric-in-motion justifies the price point, and problem-led fit angles outlast aesthetic-led ones season after season.

The sustained winners are worn, moving, and specific: try-on videos and fit checks beat mannequin or flat-lay photography, fabric-in-motion close-ups justify price points, and one-product ads beat collection montages. Problem-led angles ("jeans that do not gap at the waist") sustain far longer runs than aesthetic-led ones, and UGC-style creator footage continues to out-run studio production across price tiers.