What is a product recommendation tool?
A product recommendation tool is software that uses data and algorithms to recommend products based on a particular user’s previous searches and preferences. The goal is to provide the best item suggestions.
As a result, customers are more likely to decide to make a purchase.
How effective are product recommendations?
Thanks to artificial intelligence and machine learning technology, product recommendations are getting better and better every day.
The more data it collects, the more accurate offers are. So the effectiveness of suggestions depends on the quality of data and implemented algorithms. When they are both high-quality, you can deliver accurate recommendations.
What are the different types of product recommendations?
Here are three main recommendation system types:
- Collaborative filtering that analyzes users’ activities
- Content-based filtering is based on the description of an item users liked
- Hybrid recommendation system includes both higher mentioned recommendations systems
All are commonly used in e‑commerce and other industries.
How can I integrate a product recommendation tool with my e‑commerce platform?
Most product recommendation tools integrate with popular e‑commerce platforms, such as Shopify or Magento.
The integration process typically involves adding a code snippet to the platform or using an API to connect.