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Contextual advertising (also called contextual targeting) is a form of targeted advertising for advertisements appearing on websites or other digital platforms, such as content displayed in mobile browsers. Contextual targeting involves the use of linguistic factors to control the placement of advertising material. The advertisements are selected and delivered by automated systems, taking into consideration the context of a user's search or browsing behaviour.[1] As advertisers and marketers increasingly prioritise brand safety and suitability, contextual advertising has emerged as a crucial aspect in safeguarding the reputation and value of a brand.[2]