How does white label product referral software work?
Posted: Thu Feb 13, 2025 9:01 am
It can also make the same suggestions at every stage of your customer journey. Below, we'll go into more detail:
This sophisticated filtering system uses collected data and rule sets - product recommendation algorithms - to make the most relevant recommendations to users.
You can increase sales and create and execute more cyprus phone number data effective upsell and cross-sell campaigns. The best part is that with cutting-edge white-label product referral software like VibeTrace, you can take the technology and use it as your own, giving your agency's clients the best possible services.
What types of engines are there?
There are 3 main types of product recommendation engines you can use, depending on what data is collected and how it is used. These are:
Collaborative filtering systems – use the wisdom of the crowd to predict which products may be of interest to users. The analyzed data comes from multiple customers and plays a role in recommendations such as "customers also liked", "also purchased with this product", etc.
Content-based filtering systems – analyze the buying behavior of individual customers. This helps develop and grow unique profiles and provides personalized recommendations based on the user's personal preferences.
Hybrid filtering and recommendations – such systems perform parallel analysis of groups of customers and individuals. The data can be cross-referenced to determine what would be the best recommendations to make.
3. Characteristics of product recommendation engines
There are some invaluable features that the product recommendation engine you are using can have. VibeTrace ticks all the boxes because you can't compromise on the scope of these types of services. These include:
This sophisticated filtering system uses collected data and rule sets - product recommendation algorithms - to make the most relevant recommendations to users.
You can increase sales and create and execute more cyprus phone number data effective upsell and cross-sell campaigns. The best part is that with cutting-edge white-label product referral software like VibeTrace, you can take the technology and use it as your own, giving your agency's clients the best possible services.
What types of engines are there?
There are 3 main types of product recommendation engines you can use, depending on what data is collected and how it is used. These are:
Collaborative filtering systems – use the wisdom of the crowd to predict which products may be of interest to users. The analyzed data comes from multiple customers and plays a role in recommendations such as "customers also liked", "also purchased with this product", etc.
Content-based filtering systems – analyze the buying behavior of individual customers. This helps develop and grow unique profiles and provides personalized recommendations based on the user's personal preferences.
Hybrid filtering and recommendations – such systems perform parallel analysis of groups of customers and individuals. The data can be cross-referenced to determine what would be the best recommendations to make.
3. Characteristics of product recommendation engines
There are some invaluable features that the product recommendation engine you are using can have. VibeTrace ticks all the boxes because you can't compromise on the scope of these types of services. These include: