Birdies 17 Vibi Venezia 12 Scarosso 11 Tod's 11 Ferragamo 6 Giuseppe Zanotti 5 Nicholas Kirkwood 5 Flabelus 4 Gucci 4 Journee Collection 4 A.Bocca 1 Alexandre Birman 1 Andrea Gomez 1 Anne Klein 1 Aquazzura 2 Arteana 3 Bandolino 3 BC Footwear 1 Bibi Lou 1 Bode 1 Castaner 2 Chelsea Crew 1 Chloé 1 Christian Louboutin 2 Copenhagen 3 Corvari 3 Dearfoams 1 Dolce & Gabbana 1 Donald J Pliner 1 Easy Spirit 2

Velvet 183 Brass 28 Canvas 385 Cashmere 24 Ceramic 7 Chiffon 1 Corduroy 3 Cork 100 Cotton 484 Crystal 254 Denim 151 Diamond 85 Down 129 Fabric 40 Faux Leather 710 Flannel 3 Fleece 8 Fur 661 Gemstone 353 Gore-Tex 1 Jersey 15 Knitwear 63 Lace > 1,000 Lambskin 434 Leather > 10,000 Linen 47 Mesh 29 Metal 186 Patent Leather > 1,000 Pearl 126 Pleated 22 Polyester 687 Raffia 9 Rose gold 30 Satin 13 Sequins 22 Silk 3 Silver 5 Stainless Steel 23 Suede > 4,000 Synthetic 94 Tulle 1 Tweed 40 Virgin Wool 1 Viscose 55 White gold 10 Wood 44 Wool 153 Yellow gold 30

Autumn/Winter 183 Spring/Summer 8

Basic 4 Business 6 Casual 182 Elegant 35 Hippie 8

Animal Print 8 Embellished 18 Embroidered 14 Floral 4 Plain 9 Polka Dots 2 Print 1 Stripes 1

Beach 8 Office 121

Breathable 5 Handmade 8 Lined 9 Unisex 1 Vintage 1

FARFETCH 33 Nordstrom 28 Zappos 26 ShopSimon 23 Mytheresa 17 Balardi 8 KICKS CREW 7 Nordstrom Rack 7 Baltini 6 rBoutique 5 Jomashop 4 Bergdorf Goodman 3 GILT 3 The Fashion Square 2 Rue La La 2 Antonioli 1 GIGLIO.COM 1 Anthropologie 1 Dolce & Gabbana 1 Harvey Nichols 1 Neiman Marcus 1 Slam Jam 1 Italist 1 Darveys 1