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Product categories coverage

How Does Measmerize Define Product Categories.

Updated over 2 weeks ago

Q: How does the Size Chart product category affect recommendations?

A: Categorization activates the specific algorithmic model designed for that garment type. By defining the category, you optimize the synergy between our body estimation technology and your product specifications. This ensures the AI accounts for the unique structural differences between categories (e.g., Apparel Bottom Underwear & Apparel Top) to deliver a flawless fit.


Q: What is the difference between Body Dimension and Product Dimension size charts?

A: Measmerize is designed to be flexible and supports two distinct sizing methodologies to match your available data:

  • Body Dimensions (User Measurements): This method uses the shopper's physical measurements (e.g., chest, waist, hips). A key advantage of using Body Dimension charts is their versatility; a single size chart can often be applied validly across multiple subcategories. For example, the same Body Dimension chart can be used for both a Sweater (Tops) and a Dress (One-piece), simplifying your data management.

  • Product Dimensions (Garment Specifications): This method relies on the specific measurements of the finished garment (e.g., sleeve length, inseam). These charts are highly specific to the item's cut and fit.


Q: What product categories does Measmerize cover?

A: We currently support sizing solutions for the following primary categories:

  • Apparel: Comprehensive clothing coverage for men, women, and children. See the details of the sub-category in the next question.

  • Footwear: our AI is using Foot length and Width to issue recommendations, an can therefore be used for all type of Adult footwear. Examples: Sneakers, running shoes, loafers, dress boots, heels, sandals, and slippers.

  • Accessories: Waist belts and fashion belts. (Note: This category is optimized for items where fit is determined by hip and/or waist circumference only).


Q: What are the subcategories for Apparel?

A: To ensure the highest level of accuracy, our AI segments Apparel into specific subcategories. This granular approach allows our algorithm to account for the unique fit requirements of different garment types.

Below are the subcategories with examples of what they can cover:

  • Tops:

    • Casual & Basics: T-shirts, tank tops, polo shirts, sweatshirts, and hoodies.

    • Formal & Woven: Button-down shirts, blouses, tunics, and waistcoats.

    • Outerwear & Knits: Blazers, denim jackets, trench coats, parkas, sweaters, and cardigans.

  • Bottoms:

    • Pants & Denim: Jeans (all cuts), dress trousers, chinos, cargo pants, and leggings.

    • Shorts: Bermuda shorts, running shorts, and denim shorts.

    • Skirts: Mini, midi, and maxi skirts, as well as pencil and pleated skirts.

  • One-Piece:

    • Dresses: Casual summer dresses, evening gowns, maxi dresses, and cocktail dresses.

    • Full Body: Jumpsuits, rompers, overalls, and bodysuits.

  • Upper Underwear:

    • Lingerie & Support: Bras (wired/wireless), bralettes, sports bras, and bustiers.

    • Swimwear: Bikini tops and tankini tops.

    • Layering: Camisoles and thermal tops.

  • Lower Underwear:

    • Men’s: Boxers, briefs, boxer briefs, and trunks.

    • Women’s: Panties (all cuts including thongs, hipsters, boyshorts).

    • Swimwear: Bikini bottoms and swim trunks/boardshorts.


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