Current Pain Points:

• Manual data collection consumes 15-20 hours weekly per analyst
• Technical complexity of XPath and CSS selectors requires specialized skills
• Website structure changes constantly break existing scraping scripts
• Complex product layouts with variable formats defeat conventional scrapers
• Maintaining scraping infrastructure diverts resources from analysis

Business Impact: Without effective data collection, companies make pricing and product decisions based on incomplete or outdated competitive intelligence, resulting in missed opportunities and market positioning errors.