Related Expertise: マーケティング・セ－ルス, デジタルトランスフォーメーション（DX), 通信
Digital advertisers continue to undercut the effectiveness of their own campaigns. Despite rapid improvement in advertisers’ ability to extend reach, enhance targeting, boost consumer engagement, and drive down cost per action (CPA), research by The Boston Consulting Group shows that many marketers (and their agencies) fail to take advantage of the advanced techniques available to them today.
One of the most powerful of these techniques is the use of audience signals from paid search in display advertising. These signals deliver—in real time—actual indications of consumers’ intent that are based on their engagement with paid search ads.
Audience signals are derived from data generated by digital campaigns that advertisers already pay for. Those advertisers that do not use the signals are leaving money on the table. Our research shows that display retargeting from paid search ads can deliver a 40 percent reduction in CPA.
Programmatic display advertising has evolved from a content-based approach (targeting users on the basis of the websites they are visiting at the moment) to standard behavioral targeting (collecting information about whether the user has visited a marketer’s website or websites of third-party data providers) to advanced behavioral targeting. The advanced techniques trump content-based and standard-behavioral-targeting data by drawing on audience signals that show how users have interacted with specified information and prompts across a range of digital assets and campaigns, such as paid search campaigns and video.
As we demonstrated in our 2014 report Improving Engagement and Performance in Digital Advertising, only advanced behavioral techniques provide digital campaigns with the high-impact combination of scale (reaching lots of users) and specificity (reaching the right users at opportune times). As a result, using these techniques, advertisers can improve CPA—the critical metric for most digital campaigns—by an average 32 percent and, in some cases, more than 50 percent. The study, which involved five large, diverse, and highly experienced North American and European digital advertisers in four industries (as well as a number of sophisticated agencies), also documented average improvements of 10 percent in cost per click and 28 percent in cost per view-through.
Simply put, display remarketing from search ads involves using audience signals from paid search campaigns to enhance the targeting and effectiveness of programmatic display campaigns. Advertisers are able to identify and reach consumers early in the purchasing journey and then engage them at key points throughout the journey on the basis of their actions, which indicate where they currently are—and where they may be headed—as they form opinions, consider brands, establish preferences, and ultimately decide what to buy.
If a user conducts a keyword search and clicks a paid search ad, the advertiser can use the resulting signal (including the specific keywords) to build remarketing lists for display ads. So, for example, advertisers can compile lists of users who have searched for generic, branded, or competitors’ keywords and remarket to those consumers—at tailored bid prices and display frequencies—using ads designed to engage each group in distinct ways. Alternatively, advertisers can build lists of users who have searched using specific keywords (even at the product level) and remarket to those users with creative content designed for particular products.
Remarketing to consumers who have clicked a search ad is distinct from (and potentially more effective than) content-based targeting or standard remarketing because it is built on data that conveys users’ intent—data that is not generally available to target or shape display campaigns.
Our 2014 study showed that display retargeting from paid search ads delivered, on average, approximately 40 percent lower CPA than content-based and standard-behavioral-targeting techniques. (See Exhibit 1.) Performance was monitored across several attribution models. Some advertisers saw improvements greater than 75 percent, and remarketing from the best-performing groups of keywords generated CPA improvements better than 80 percent.
There’s a further benefit. Leveraging audience signals from paid search in display remarketing enables advertisers to break up the purchasing journey and engage consumers at critical points, such as early in the process when they are gathering basic information.
Consumers typically start with generic keywords and use brand names later in the search process. For some advertisers, display remarketing from generic search keywords worked better than all other techniques when measured using attribution models that assign credit early in the user journey, such as during the first interaction. (See Exhibit 2.)
Digital advertisers that use paid search should have ready access to the audience signals the search results generate. Advertisers can take a number of straightforward steps to make sure that their campaigns produce the most useful signals and that they take maximum advantage of this data. These steps include the following:
Advertisers spend millions on their campaigns. They owe it to their own bottom lines to give themselves the best chance for success. Using audience signals from paid search in display remarketing is a high-impact approach that makes the money spent on paid search work for them in display advertising. Any advertiser with a paid search campaign is already paying for these powerful audience signals—and no advertiser should pass them up.