Recommendation Algorithm Types
Personyze recommendations utilize a wide variety of algorithms to show visitors what they’re most likely to be interested in reading or buying, by combining crowd data with tracked individual visitor interests, as well as other user data such as demographic and location.
Here you’ll find a list of our most popular algorithms for content and products across website and emails.
Recommended Products for You
This recommendation displays a combination of products the visitor is likely to buy or view, based on what other visitors with similar demographics and product interactions bought or viewed.
Visitor's Who Bought These Also Bought These
Primarily for product pages, this recommendation displays items most frequently bought by those who bought the items currently being viewed.
Those Who Bought from This Category Also Bought
Primarily for category pages, this recommendation displays items frequently bought by those who bought from the category currently being viewed.
Recommended for You - Product Page
Ideal for product pages, this recommendation displays a combination of products the visitor is likely to buy or view together with the product currently being viewed, based on what other visitors with similar demographics and product interactions bought or viewed.
Upsell Recommendations for You
Ideal for Product Pages or Cart Pages Displays items most bought upsell items from what is defined as upsell items from your product catalog or based on crowed wisdom algorithm.
Buy/View it again
Displays a list of the past 15 items the visitor recently viewed or bought, in chronological order. You can filter by minimum days past.
Most Popular by Your Gender/Age
Displays most popular items from the visitor's age and gender groups.
New In Stock
Displays items that are new in stock since the last visit, based on visitor’s ranked interests, crosssell for past purchases.
Best Sellers & most popular
This category of algorithms involves showing visitors what is most popular (according to views, adds to cart, likes, comments, purchases, etc.), based on an item that the visitor is currently viewing, a category that they are known to like, or other options.
Recently Added Cross Sell
Trigger an email with items added to your catalog since the last visitor session, which have a cross-sale association (in the catalog, by admin) to items or category the visitor previously bought or added to wishlist.
Most Popular Products by Your Gender/Age
Displays in email the most popular items from the visitors age and gender groups.
Cart Abandonment
Items that were left in cart when the last session ended.
Low in Stock
This email displays items which the visitor viewed in the past or left in his cart or on his wishlist , and are now low in stock.
Changed Price
Remarketing email with items on visitors wishlist or left in cart that have changed price since the visitor last visit.
Best Sellers & most popular
Remarketing email with most popular items (according to views, adds to cart, likes, comments, purchases, etc.), based on an item that the visitor is currently viewing, a category that they are known to like, or other options.
Visitors Who Read This Also Read These
Displays content which were frequently viewed by those who viewed the last content viewed or currently being viewed., this recommendation can be display on site, email, app.
Visitors Who Read This Also Read These from This Category/Interest
Displays content which was frequently viewed by those who viewed the content currently being viewed or last viewed, from within the interest or category of the content currently being viewed. This recommendation is for site, email, app.
Content Recommended for You
This recommendation displays a combination of content the visitor is likely to view, based on how other visitors with similar demographics interacted with it. This recommendation is for site, email, app.
Most Popular Content from Your Gender/Age Groups
Displays content most read by other visitors within the visitors gender/age group. This recommendation is for site, email, app.
Most Popular New Content
Displays the most popular recently published content from the visitors favorite author. Displays the most popular recently published content from the visitors ranked mix of interests. Displays content from the visitors interest that has been most liked from the past week. Displays content from the visitors interest that has been most commented from the past week. This recommendation is for site, email, app.
Content Recommended for You Published Since Your Last Visit
This recommendation displays a combination of content recently published after the visitors last visit, which the visitor is likely to view, based on how other visitors with similar demographics interacted with it. This recommendation is for site, email, app.
Customers Who Viewed This Item Also Viewed
Displays items most viewed by other visitors Customers who viewed the same Item. This recommendation is for site, email, app.
What others Bought, who Viewed this
Displays most bought products that other visitors who viewed the same products, bought. .
On sale from your wishlist
Displays products now on discount from the visitor wishlist .