Flatter			Size & Fit
Customer Specific	Semi Personalized	Generalized	Customer Specific	Semi Personalized	Generalized
Automated			Automated	Automated	Automated
Click2Fit			Bodymetrics Click2Fit Me-Ality TrueFit	EasySize [1] Styku [1] Virtusize [2] ZipFit [2]	Metail PhiSix Collaborative Filtering [1]
Semi-Manual		Semi-Manual	Semi-Manual		Semi-Manual
Dressipi Thread		Manually Tagging Products	Dressipi [1] Fits.me Thread		Size Databases: WhatsMySize [1]
Manual	Manual	Manual	Manual	Manual	Manual
Stylist Services: Bombfell, Boon + Gable, Keaton Row, Quinn, Tog+Porter, Trunk Club Stylists, Salespeople, Friends	Social Recommendations: Fitbay	Curated Selection	Stylist Services: Bombfell, Boon + Gable, Keaton Row, Quinn, Tog+Porter, Trunk Club Stylists, Salespeople, Friends	Curated Subscription: Stitch Fix Social Recommendations: Fitbay	Product Reviews
Customer Specific	Semi Personalized	Generalized	Customer Specific	Semi Personalized	Generalized
Automated	Automated	Automated	Automated		Automated
Click2Fit	ZipFit [4]	Collaborative Filtering	Click2Fit		Collaborative Filtering
Semi-Manual	Semi-Manual	Semi-Manual	Semi-Manual	Semi-Manual	Semi-Manual
Dressipi Thread	SoYou [3]	Manually Tagging Products	Dressipi Thread	SoYou	Manually Tagging Products
Manual	Manual	Manual	Manual	Manual	Manual
Stylist Services: Bombfell, Boon + Gable, Keaton Row, Quinn, Tog+Porter, Trunk Club Stylists, Salespeople, Friends Live Chat	Curated Subscription: Stitch Fix Social Recommendations: Fitbay [3]	Social Recommendations: [3] Instagram, OpenSky, Polyvore, Pinterest, Wanelo Product Reviews Curated Selection	Stylist Services: Bombfell, Boon + Gable, Keaton Row, Quinn, Tog+Porter, Trunk Club Stylists, Salespeople, Friends	Curated Subscription: Stitch Fix	Social Recommendations: [5] Instagram, OpenSky, Polyvore, Pinterest, Wanelo Curated Selection
Taste & Specific Styling Features			Personal Preferences & Lifestyle