Media planning is the act of identifying the optimal channels through which to purchase media. Advertisers perform market research, analyze audience data and review budgets to determine the most cost-effective ways to reach their target buyers. Media buyers then purchase advertisements such as television and radio commercial spots, digital ads and billboards, often purchasing manually or using algorithmic or programmatic technology.