Cost Per Mille (CPM) is a marketing metric that calculates the cost an advertiser pays for one thousand impressions or views of an advertisement. It is a crucial tool for advertisers to assess the cost-effectiveness of their marketing campaigns and optimize their budget allocation for maximum reach and engagement.