YesPlz x Shopify: AI Product Recommendations

We teamed up with Shopify to create AI product recommendations.

Jess Erdman, March 2021


Too many retailers are stuck with static AI product recommendation systems that aren’t delivering accurate, fashion-forward recommendations to customers. And, the AI product recommendation systems that do exist are either painfully expensive for small and medium businesses or unable to deliver dynamic recommendations to customers.


That’s why we decided to create the YesPlz AI product recommendation Engine, available on Shopify. Our AI learns merchants’ product catalogs within 1 day and can immediately produce fashion recommendations that customers want to click on.


We’ll go over:

  • The Difference between Fashion and Non-Fashion Forward AI product recommendations
  • An Overview of YesPlz Fashion Recommendations
  • How Merchants Can Benefit

The Difference between Fashion and Non-Fashion Forward AI Product Recommendations


A search for a simple running shoe can provide very different product recommendations


Default product recommendations fail to recognize the customer's search intent, as well as product category


YesPlz Product Recommendations are able to suggest relevant, accurate products based on AI.


When a customer clicks on a dark-colored running shoe, non-fashion forward AI product recommendation engines pull irrelevant results such as boots and winter shoes. 


Our fashion recommendation engine is able to identify and tag key product attributes (shoe type, color, style) to suggest similar items that fit the customer profile. 


In the above example, a customer is searching for a dark-colored running shoe. YesPlz’s AI product recommendation engine can identify the type of shoe, style, and color to suggest similar items. However, a default AI product recommendation engine suggests completely off-target products.

Fashion-forward recommendation engines such as YesPlz can identify a customer’s aesthetic and make relevant suggestions based on merchants’ product catalogs. By using AI that’s specifically trained in fashion, the YesPlz AI product recommendation Engine goes a step further than other systems--our AI can recognize hundreds of product attributes, categorize them, and make suggestions based on the original product viewed.


However, not all AI product recommendation systems are made the same. If you’re using a recommendation system that isn’t well-versed in fashion, you’ll end up showing customers products that are irrelevant, outside the customer’s search intention, or simply miss the point. 


Learn more about why retailers of every size need a fashion recommendation system.


Overview: YesPlz AI Product Recommendations


Fashion and AI are at the heart of the YesPlz AI product recommendation Engine. After conducting hundreds of online shopper interviews, we came to the conclusion that current AI product recommendation systems simply aren’t meeting retailers’ needs. Our fashion recommendations are specifically trained in the products that customers are viewing and pull key product attributes to show customers relevant, accurate products.


Based on extensive interviews with online shoppers, we identified the characteristics that matter such as silhouette, patterns, colors, and design details. We then fed thousands of images of fashion items to our AI. We taught some fashion vocabulary, the AI became smarter, then we had our fashion analyst teach our AI how to recognize features from an image. Now our AI understands texts as well as images to accurately understand fashion styles. 


Here's how it works:



But, what does that mean for retailers?


Benefits of AI Product Recommendations for Merchants:


Generate more revenue


When customers are shown products that they’re interested in, they’re willing to complete purchases. A dynamic AI product recommendation system can also help you, the retailer, put lesser-sold items front-and-center, as recommended products. Items that are sitting in inventory, gathering dust, can result in bigger basket sizes. 


Just ask Kolon Mall, a leading retailer in Korea utilizing the AI product recommendation system. As a result, Kolon Mall saw sales lift and a decrease in brand insulation--customers were more willing to discover new brands when shown relevant AI AI product recommendations. Because of the high relevance of the products, the YesPlz AI product recommendation system stood out to customers. 


Engage customers


When customers are engaged, there are two great effects on your business: bigger basket sizes and higher rates of customer loyalty. Customers that were shown relevant AI AI product recommendations are more likely to return to your website and are also more likely to complete the purchase journey. By allowing customers to stay engaged throughout every part of the purchase journey through relevant AI AI product recommendations, you’re helping your overall business.  With the YesPlz AI product recommendation Engine, retailers can target different customer personas to keep them engaged and coming back to shop.


A well-developed AI product recommendation system is also a way to avoid confusing text-based search queries which can deter shoppers when they don’t know the correct keywords to search for.


Show alternatives to out of stock products


Keeping track of which product SKUs are sold out is frustrating--and so is manually replacing out-of-stock products. Customers easily bounce off when they see a product is sold out--so suggesting an alternative product is a best practice. With YesPlz Fashion Recommendations, retailers can show customers alternatives to out of stock products, keeping customers engaged in their shopping journey.


Promote Lesser Sold Products


According to Business Insider, 49% of consumers surveyed said they've purchased a product they weren’t planning on buying after receiving a personalized recommendation. The power of personalized recommendations can have real effects on your business. 


You can use the YesPlz AI product recommendation Engine to promote lesser sold products that are sitting in your inventory. When recommendations are relevant, customers are willing to purchase products. 


Adjust AI Product Recommendations Based on Business Goals


As a best practice, AI product recommendation systems should be adjustable to your unique business goals. YesPlz Fashion Recommendations can be tailored to your business needs, whether you’re looking to promote a specific brand or product type--we can help you meet those goals.


Learn more about YesPlz AI product recommendations


Interested in learning more about the YesPlz AI product recommendation Engine for Shopify?

Schedule a free 20-min consultation


by Jess Erdman Jess Erdman
Content Marketing Lead

I'm passionate about creating cool content. The best part? I get to learn new things about fashion tech and ecommerce everyday. Have an idea or opinion about this article? Reach out at

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