The Problem: Manual Product Hunt Research

• Analysts spend hours manually visiting Product Hunt pages and extracting information
• Data quality and completeness varies between collectors
• Inconsistent formatting makes trend analysis difficult
• Real-time monitoring is impossible without constant checking
• Converting unstructured web content to analyzable data requires significant effort

These challenges result in outdated intelligence, missed market opportunities, and inefficient use of valuable analyst time that could be spent on strategic insights rather than data collection.