Every cart is
half a story.
Sales Advancer is a recommender system we train on your shop’s own sales. At every checkout it suggests what this customer is likely to add.
The grocer knew. The aisle forgot.
Three hundred years ago the shopkeeper knew your usual order and had the next thing ready. In 1916 Piggly Wiggly opened the first self-service grocery, and shoppers started finding everything on their own. Most online shops still work that way.
Sales Advancer gives an online shop that memory back, for every customer at once.
It learns from past orders.
At every purchase we recommend extra items that fit the customer. The model looks at what each person bought before and learns which products suit them.
Mara’s last three orders
- 2 March
- 9 March
- 16 March
Every order, before learning
Outdoors and sportCoffeeHome and babyMara
What Mara sees at checkout
Reading her past orders…
Three ways to ask it.
Each one is a single API call. Try them here on a demo catalogue of sixteen products and three shoppers.
Personal recommendation
Send a customer ID. Get back the products that fit that customer.
GET /recommend/personal?customer_id=C-0472
[{"product_id":"spf","score":0.94},
{"product_id":"kombucha","score":0.81},
{"product_id":"granola","score":0.77},
{"product_id":"brew","score":0.62}]Built by Postdata.
We built AI content recommendations for the Austrian Chambers of Commerce (WKO Inhouse), the Kyiv Independent and many others. Our CEO, Andrii Rohovyi, has spent more than twelve years on search, ranking and scoring systems, for Ralph Lauren, OLX Group, Macy’s and InfoXchange.
It fits where you already sell.
Homepage: popular products
Product page: similar products
Cart: personal recommendations
Be the shop that remembers.
Book a call with our CEO. Bring your order history, and we’ll go through what a model trained on it could recommend.
Image credits
- Willem van Mieris, A Grocer’s Shop, 1717. Mauritshuis, The Hague. Public domain.
- Piggly Wiggly self-service store, 1918. Clifford H. Poland, Library of Congress. Public domain.
- Supermarket in Willemstad, 1955. Willem van de Poll, Nationaal Archief. CC0.
- National Cash Register, 1913. Larimore Community Museum. Public domain.
- David Scheinberg in his grocery, Minneapolis, 1930. Jewish Historical Society of the Upper Midwest. No known copyright restrictions.
- Products, shoppers and figures in the demos are made up.