Capturing Country-Specific Engagement and Sales in E-Commerce

I’m building a NodeJS e-commerce system and need a custom method to track clicks and purchases by country. Thoughts? For instance:

itemCode, regionTag

hey boldpainter, u might try using a redis cache to throttle dup clicks and offload tracking to a bg job. error handlin helps dodge dupe counts too. simple, effective and fits well with nodejs setups!

Hey BoldPainter45, I was just reading through your idea and it really got me thinking. Tracking clicks and purchases with country granularity sounds like a practical approach, especially with the global reach these days. I’m curious about how you’re planning to collect and store this data. Are you thinking of using some kind of database with index support for both item codes and country IDs, or maybe something more real-time like push analytics? I ran into a similar challenge a while back and ended up experimenting with some middleware to flag and then push events into a stream processor, which made regional reporting a breeze. How are you handling potential issues like multiple clicks or spam filtering? I’d love to hear more about your design choices. Cheers and happy coding!

In a previous project, I encountered a similar requirement and decided to separate the logging and processing concerns. I implemented an asynchronous logging mechanism that captures click data instantly and then aggregates it for periodic analysis. Using a message queue helped manage high volumes, especially during peak traffic, while a caching layer assisted in filtering out duplicate or fraudulent clicks. This architecture not only ensured efficiency but also allowed me to handle region-specific reports dynamically. Performance testing across multiple regions was key to ensuring the system’s reliability and scalability.