Processing 30M+ product records/hour – Linkscopic case study

Linkscopic is a deal-discovery platform that brings together product catalogs from leading online retailers and flags price drops instantly. This mission creates a major data challenge: keeping pricing accurate for millions of products around the clock. To meet this demand, Linkscopic collaborates with HypeProxies to power its core infrastructure.

The challenge

Processing tens of millions of product listings each day is a massive technical undertaking. Linkscopic needed infrastructure that could handle high throughput while keeping response times low. Any slowdown or bottleneck would directly degrade its deal-finding engine and user experience.

The system had to be fault-tolerant and highly scalable, allowing Linkscopic to expand its catalog and retailer network without disruption. Meeting these requirements meant handling massive data volumes with minimal latency – a bar only robust infrastructure could clear.

HypeProxies solution

HypeProxies collaborated with Linkscopic to deliver infrastructure built for scale. Today, Linkscopic runs its core services on HypeProxies servers – high-performance virtual machines powered by AMD EPYC processors.

Each HypeServer is equipped with multiple CPU cores, NVMe SSD storage, and 40 Gbps network connectivity. This architecture provides the compute power for data-intensive workloads, while letting Linkscopic focus on application development instead of hardware.

The HypeServers infrastructure now forms the backbone of Linkscopic’s platform. It processes incoming product feeds continuously and prepares structured data for Linkscopic’s deal-finding applications.

Results

This collaboration has delivered the performance and scale Linkscopic needed to keep pace with its growth.

The system now processes ~30M product records per hour, keeping pricing data current across its entire catalog. Product queries with up to 10K SKUs return results in under four seconds on average. The platform also maintains over 10TB of product data – both current and historical – spanning more than 3,000 retail sources including Walmart, Target, Best Buy, and LEGO.

The infrastructure scales as Linkscopic adds products, expands to new retailers, and enters new markets.

According to the Linkscopic team, plenty of companies claimed they could handle this scale – but only HypeProxies delivered. They describe this milestone as one of their hardest-won engineering achievements, reshaping how affiliate and arbitrage partners access and use product data. The result: enterprise-grade speed, scale, and resilience, powered by HypeProxies.

Conclusion

This collaboration demonstrates how the right infrastructure drives success in large-scale data operations. HypeProxies continues to support companies facing complex data challenges, with Linkscopic as a proven example of operating at scale.

The collaboration is expanding. HypeProxies is rolling out Crawlbyte.ai, a specialized data collection platform that Linkscopic plans to integrate. Together, HypeServers and Crawlbyte will extend Linkscopic’s stack from computation through to collection.