Smart Proposals Assistant
Free
The intelligent assistant to collect and analyze customer behavior on an e-commerce platform to generate personalized product recommendations.
Core Features
Customer Data Collection:
- Tracks customer actions on the platform, such as page views, product clicks, adding items to the cart, completed purchases, etc.
Data Analysis:
- Uses predefined rules and logic to create a list of products that best match the customer’s interests.
- Future development: Implementing machine learning algorithms for advanced behavioral analysis.
Recommendation Generation:
- Provides personalized product suggestions in real-time based on previously collected data.
Example Workflow
Customer visits a product page.
- The assistant tracks the customer’s interactions with the platform.
Customer behavior analysis.
- Collected data about customer actions is processed using predefined rules.
Display of personalized recommendations.
- The customer sees dynamic product suggestions tailored to their interests.
Future Expansion Opportunities
- Machine Learning Algorithms (planned functionality):
Future developments will include machine learning to perform advanced behavioral analysis, such as:- Predicting the likelihood of product purchases.
- Classifying customers into interest-based groups.
- Identifying hidden relationships between products.
Implementation Outcomes
- Increased conversion rates through personalized recommendations.
- Enhanced customer experience by tailoring suggestions to individual interests.
- Improved revenue by optimizing the effectiveness of product offerings.
Demo
Integration of the assistant with Magento 2 - demo
Integration of the assistant with Shopify - demo
Documentation
For detailed installation and configuration instructions, visit the Wiki.