Part 3 of Advanced Web Scraping of YUMMi NZ focuses on competitive benchmarking using structured restaurant and menu data. By combining pricing, delivery fees, ratings, cuisine distribution, and promotional insights from earlier datasets, businesses can measure market positioning, price competitiveness, discount dependency, and geo-based competition across New Zealand cities. Benchmarking reveals premium vs budget clusters, cuisine saturation, delivery fee trends, and rating-to-price correlations. With automated pipelines from Real Data API, companies can enable real-time monitoring, historical tracking, and dashboard integration—transforming scraped data into continuous, decision-ready competitive intelligence.