Google, Facebook and Amazon attract 46 cents of every dollar spent by advertisers.

One-third of advertisers said they began their holiday promotions earlier as consumers started shopping amid worries about bottlenecks in supply chains.

Market fragmentation among "walled garden" outlets is one of the biggest challenges for marketers.