" Digital’s return on investment was around 2 to 1, a $2 increase in revenue for every $1 of ad spending, compared with at least 6 to 1 for TV. The most startling finding: Only 20 percent of the campaign’s “ad impressions”—ads that appear on a computer or smartphone screen—were even seen by actual people."
Bots are a huge problem for advertisers and this means publishers have a new challenge on their hands - to prove to advertisers that ads served on their sites will be seen by actual humans. Facebook has recently claimed that it can do just that, and I expect other big publishers will follow suit. As some publishers are able to distinguish themselves as more effective conduits to potential customers, they will be able to charge a premium for their inventory. On the other hand, publishers who don't make efforts to address bots will quickly be cut out of marketing budgets.
http://www.bloomberg.com/features/2015-click-fraud/
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