Techniques for competitive pricing analysis and inventory management are described. According to various exemplary embodiments, a competitive pricing system is configured to crawl competitor websites for comparative pricing information at various time intervals. Moreover, the competitive pricing system is configured to determine if a price for an item on a home retailer website represents a “deal”, based on information crawled from competitor websites. According to various exemplary embodiments, a managed inventory repository system may enable improved identification of deals and specials within an inventory of a retailer website. For example, the managed inventory repository system may perform data mining operations to identify deals or specials offered for inventory items on a home retailer website. In some embodiments, a “special” can be defined in a variety of ways to suit different business units, campaigns, metrics, etc.