Key words: intellectual property, unfair competition, means of individualization, valuation,squatter, losses, digital transformation, artificial intelligence
 The article examines the economic, legal and institutional aspects of combating unfair registration and use ofmeans of individualization (trademarks, brand names, geographical indications, domainnames) in the context of digital transformation. The formation of theoretical and methodologicaland methodological foundations for the protection of the rights of their owners,improving the efficiency of experts of intellectual property agencies, law enforcementagencies, tools for digital search and use of artificial intelligence (AI) to ensure the effectivenessof the institution of individualization. The economic and legal aspects of foreign(in the jurisdictions of China, USA, EU) and domestic legislative and law enforcementpractices to combat the phenomenon of unfair registration and use of personalization,digital search tools and the use of AI are analyzed. It is shown that over the next fiveyears, 30 to 50% of product searches will be by voice rather than text, so the impact of AIon the way a product is purchased will have significant economic and legal implicationsfor individualization legislation. The means of counteracting unscrupulous applicants inthe USA have been studied. The U.S. Patent and Trademark Office (USPTO) has developedrules under which foreign applicants and trademark owners must be representedby a U.S. licensed attorney when filing trademark applications with the USPTO. Emphasisis placed on the introduction of legislative liability of e-commerce platforms forcounterfeit goods. The analysis of the last changes in the legislation of Ukraine on protectionof trade marks is carried out. It is shown that the new rules change the approachesto registration and protection of trademarks, create the possibility of their fair use.Digitalization, transition to e-document circulation in the Customs Register, improvementof the procedure for destruction of counterfeit goods are important anti-corruptionsteps in the activities of Ukrainian customs in the context of digital transformation of theeconomy.