What is the size recommendation based on?

The product's size chart, the height and weight entered by the shopper and the product type are analyzed together; AI recommends the best size from that data.

How does it help reduce returns?

When shoppers are confident about size they order a single correct size, reducing multi-size orders and wrong-size returns.

Can I define a separate size chart per product?

Yes. Size charts can be defined per product, category or brand, so different fits are handled separately.

What is smart guidance?

Size notes you create in the panel, target to specific products or categories and publish instantly on product pages; for example, "This item runs small, consider sizing up."

How is it different from Trendyol Size Recommendation?

The Trendyol module brings marketplace size suggestions to your site. This module creates a personal recommendation from your own size charts and the shopper's measurements. They can be used together.

Is customer data safe?

Only the measurements needed for the recommendation are used, and data is processed in line with data-protection rules.

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AI Size Recommendation: The Right Size, Fewer Returns

AI analyzes your size charts with the shopper's height, weight and product type to recommend the right size. Reduce wrong-size orders and returns, build buying confidence. 1-day setup.

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AI Size Recommendation: The Right Size, Fewer Returns

AI Size Recommendation is a CollectAction module that analyzes your products' size charts together with the shopper's height, weight and the product type to recommend the most accurate size. It takes seconds to use on the product page, giving shoppers a clear answer to "Which size should I buy?"

Why size recommendation?

Size is the biggest problem in online fashion shopping. Measurements vary between brands and even between fits within the same brand; when shoppers are unsure, they either abandon the purchase or order two sizes and return one. Wrong-size returns create shipping, operational and inventory costs and hurt customer satisfaction. An accurate size recommendation builds buying confidence and lightens the returns load.

How it works

Reads your size charts: The size chart for each product or product group is defined in the system.
Collects shopper input: Through a "Find my size" button on the product page, the shopper enters height, weight and, if needed, a few fit preferences.
Considers product type: It accounts for fit differences between T-shirts, trousers, dresses, outerwear and more.
Recommends the size: AI analyzes the data and shows the best size; the shopper can select it and add to cart in one click.

Smart guidance: create, target, publish

Size Recommendation is more than a calculator. From the panel you can create smart guidance messages, target them to specific categories or products and publish them instantly on product pages. For example, you can add a note advising shoppers to size up in a slim-fit collection.

How it differs from Trendyol Size Recommendation

The Trendyol Size Recommendation module brings Trendyol suggestions such as "order one size up" to your site. AI Size Recommendation instead produces a personal size suggestion directly from your own size charts and the shopper's measurements. Used together, the two provide the strongest size guidance.

Who is it for?

Apparel brands: Large collections with varied fits.
Kidswear: Size selection based on actual measurements rather than age.
Footwear and lingerie: Categories where fit differences are pronounced.

Which e-commerce platforms does it work with?

With a single-line script it is compatible with all platforms including Ticimax, IdeaSoft, ikas, T-Soft, Faprika, Akinon, Shopify, WooCommerce and custom software. It works alongside the size selector on your product page.