State-Of-The-Art Technologies Join Hand With
Manual Selection
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Statistic-based models help you start product
recommendation for Shopify stores after a few clicks.Take your Shopify product recommendation strategies to the
next level with AI-powered widgets to enhance relevancy for
some recommendation types.You can also hand-pick products in the product
recommendation widgets on your Shopify store for special
promotions.
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How AI-Powered Product
Recommendation WorksAI/ML systems analyze product attributes, customer
behavior, preferences, and past interactions to suggest
Frequently Bought Together Products and Related Items.The models are trained and evaluated continuously
behind the scenes to present shoppers with items they are
more likely to purchase. This will ultimately grow sales.How AI-Powered Product
Recommendation WorksAI/ML systems analyze product attributes, customer
behavior, preferences, and past interactions to suggest
Frequently Bought Together Products and Related Items.The models are trained and evaluated continuously
behind the scenes to present shoppers with items they are
more likely to purchase. This will ultimately grow sales.
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Not Enough Data For AI?
Fallback Models Will HelpAI-powered product recommendation for Shopify stores
usually take some time to process. In the meantime, a
secondary algorithm can be used to keep the
recommendation widgets alive and kicking. The AI-
enhanced models will be put into use automatically after
getting sufficient data.Not Enough Data For AI?
Fallback Models Will HelpAI-powered product recommendation for Shopify stores
usually take some time to process. In the meantime, a
secondary algorithm can be used to keep the
recommendation widgets alive and kicking. The AI-
enhanced models will be put into use automatically after
getting sufficient data.
Upsell & Cross-sell Across The Customer Journey
Various Product Recommendation
Strategies
For Shopify Stores
Frequently Bought Together
Powered by advanced AI/ML technologies, Frequently Bought Together recommendations for Shopify stores bring together products that are often purchased together.
- Display Type: Bundle, Carousel
- Engine: Collaborative-based filtering with AI/ML models
- Placement: Product Page, Cart Page
- Available: In premium pricing plans or as an add-on
Related Items
There are three sub-models for Related Items product
recommendations: Alternative Products, Complementary
Products, and a mix of these two. All are driven by the
latest AI/ML technologies to enhance efficiency.
- Display Type: Carousel
- Engine: Content-based filtering with AI/ML models
- Placement: Product Page, Cart Page
- Available: In premium pricing plans or as an add-on
Recently Purchased
Customers tend to rebuy their favorite snacks, beverages,
and grocery items. Recently Purchased product
recommendations are personalized for each customer
profile and help them re-add-to-cart in an instant.
- Display Type: Carousel
- Engine: Personalization
- Placement: Homepage, Collection page, Product Page, Cart Page.
- Available: In premium pricing plans or as an add-on
Bestsellers
Best-selling products usually meet the needs of the
majority. Therefore, why don't you make them even more
visible to all of your customers? Our widget is generated
based on “purchase” events to ensure accuracy.
- Display Type: Carousel
- Engine: Collaborative-based filtering
- Placement: Homepage, Collection Page, Product Page, Cart Page
- Available: In all pricing plans
Hand-picked Products
Products in other recommendation types are ever-
changing based on the latest data. If you don't want this
and want to fix the recommended items to certain
products, Hand-pick recommendations are here to help.
- Display Type: Carousel
- Engine: Manual selection
- Placement: Product Page
- Available: In all pricing plans
Recently Viewed
Recently Viewed product recommendations use
personalization on a session-based level to remind
customers of their interested products. This type works
seamlessly on guest shopping and logged-in sessions.
- Display Type: Carousel
- Engine: Personalization
- Placement: Homepage, Collection Page, Product Page
- Available: In all pricing plans
Most Viewed
Most Viewed products stir interest in many shoppers, so adding more visibility to these items can increase the chance of more sales. This widget uses “view” event data of the latest 30 days for accuracy.
- Display Type: Carousel
- Engine: Collaborative-based filtering
- Placement: Homepage, Collection Page, Product Page
- Available: In all pricing plans
Newest Arrivals
We all love to see the latest items, especially in fashion.
Moreover, new products on shelfs may need a visibility
boost, so more and more shoppers can discover and
explore them.
- Display Type: Carousel
- Engine: Content-based filtering
- Placement: Homepage, Collection Page, Product Page, Cart Page
- Available: In all pricing plans
Trending Products
Products that are viewed or purchased by many customers recently are likely to be your next selling stars Highlight them in a recommendation widget to accelerate sales for these items.
- Display Type: Carousel
- Engine: Collaborative-based filtering
- Placement: Homepage, Collection Page, Product Page, Cart Page
- Available: In all pricing plans
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START FREE TRIALTheme App Extension Makes Recommendation
Blend Well With Your Store Design
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More Insights, Less Guesswork
With Recommendation
AnalyticsHow do you know if your product recommendation strategy is working
well on your Shopify stores? Or which type generates the most
conversions?Our recommendation analytics looks at different business angles and
reveals impactful insights for your data-driven decisions.
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