Reporting

7 Helpful Insights You Can Learn From a Data Attribution Report

从20个营销,销售和广告专家中学习归因报告如何帮助您了解客户与公司的互动。

Melissa KingMelissa King2021年10月4日(最后一次修改于2021年10月5日)•14分钟阅读

数据可以教您很多有关您的销售,营销和广告性能的信息。但是,要找到背后的模式取决于您。说起来容易做起来难,是吗?

Fortunately, your approach to reporting can ease the process. Attribution reports help marketers and advertisers find connections between data to see what actions truly make an impact. They’re definitely worth a shot if you haven’t tried using them for your business yet.

We consulted 20 marketers and advertisers about their experiences with attribution reports. You’ll learn the basics of attribution reports and the top 7 insights respondents you can get from them.

Google Analytics Acquisition Dashboard Template by Databox

让我们开始吧。

什么是归因数据?

归因数据可捕获客户与您的品牌从第一次交互到转换的每种交互。销售,营销和广告中的各种数据点都是公平的游戏,包括:

  • Ad clicks
  • Lead creation
  • Page views
  • 电子邮件
  • 社交媒体点击

So, let’s say a customer takes these actions before purchasing your product:

  1. Ad click
  2. Page view
  3. Social media follow
  4. Social media click
  5. Page view
  6. 产品结帐

This sequence shows that the customer clicked on your ad and liked what they saw on your landing page, so they followed your social media. Then, they click on a social media post that leads them to a product they decide to buy. The whole set of data here counts as attribution data.

What Is an Attribution Report?

归因报告总结了归因数据,并试图找到对转换影响最大的交互。您可以定义最终动作,该操作算作转换,例如购买或联系创建。

Here’s howinmoat的James Vukasinovic explains attribution reports: “Attribution is the key to digital marketing and really any advertising. The old days were not so scientific – spend money, see an increase in sales, must have worked, right? In today’s day, we use attribution data to drive our decisions on how we spend capital in marketing to drive meaningful, repeatable, and scalable growth initiatives.”

Putting it all together, an attribution report examines attribution data to see which actions make the most impact so you can focus on them in your lead pipeline.

Attribution reports use attribution models to give each interaction in a dataset different amounts of importance. These models try to account for the fact that not every page view or click will contribute as much to the final interaction.

Some examples of attribution models include:

  • First interaction:All of the importance goes to the first interaction in the attribution data.
  • Last interaction:The last interaction in the attribution data gets all of the credit.
  • Linear:All interactions have equal importance in their contribution to the conversion.

Attribution models can differ depending on the type of conversion you want to examine. For example, some reports that look at contact creation have a time-decay model that credits later interactions more than earlier ones.

您可以几乎以任何对您有意义的格式创建归因报告。我们咨询的专家中有45%更喜欢将其保留在合并的仪表板中。其余的大约在书面文件,电子表格和演示文稿之间均匀分配,对演示的偏爱略有偏爱。

您如何报告归因?

When Should You Use an Attribution Report?

我们的调查涵盖了使用归因报告的多种原因。主要目的是查找哪些渠道和营销附属导致转化,但是这些报告还有很多其他好处。

例如,作为我们调查的一部分,我们向受访者询问了数据可视化在传达归因见解中的重要性。其中一半认为这至关重要,而三分之一以上认为这很重要。

Importance of data visualization in communicating attribution insights

We also prompted them to name the most valuable types of insights they get from attribution reports. There was an approximately even split among experts who use attribution reports for better engagement, strategy/performance, and investment management.

最有价值的归因报告见解

But, as you choose your attribution goals, model, and reporting methods, remember to scale your report to your business.

实验和内容营销负责人Alex Birkettrecommends that small businesses keep their attribution reporting simple. “Attribution, for most companies, is like wearing a sleep tracking ring: fun to look at the data, but ultimately you learn obvious stuff. Unless you’re running massive scale, multi-channel campaigns in multiple regions, sophisticated attribution modeling techniques are probably overkill,” Birkett says.

Birkett continues, “In doing so, I typically learn that ‘lower intent’ channels like referrals and brand ads have a higher impact earlier in the funnel than last click attribution typically shows. But that’s obvious. I’d just stick to the simplest and most usable attribution reporting and take the lack of precision as a point of pride.”

In other words, attribution reporting is just one tool among the analysis options available to you. Scale it to your business and use it alongside additional reporting models that work for you.

7 Insights You Can Gain From Your Attribution Report

The marketing, sales, and advertising experts we surveyed highlighted seven attribution report insights in their responses. They come from a wide range of industries, with most working in software as a service (SaaS), marketing agencies, and ecommerce.

什么最能描述您的业务?

Let’s learn more about these top attribution reporting insights:

  1. Your Marketing and Advertising Channels’ True Impact
  2. How to Steer Your Ad Campaign
  3. Where to Direct Your Marketing Efforts
  4. Your Product or Service’s Ideal Pricing
  5. Where Your Best Audiences Come From
  6. Your Customers’ True Journey
  7. How to Direct Your Content Strategy

1. Your Marketing and Advertising Channels’ True Impact

大多数公司使用多通道方法marketing and advertising to reach a wider range of audiences. But, when you have more than one channel, it can get tricky to tell which one drives more leads or revenue. Attribution reports can help you evaluate your marketing and advertising channels at each point in the customer pipeline.

AtFastPeopleSearch.io, Sally Stevens counts on attribution reporting to work toward more traffic and conversions. “Attribution reports are the most accurate of measurements when you are thinking about traffic or conversion. For websites, understanding where your traffic comes from and which sites drive your KPIs allows you to evaluate the areas to focus your efforts on,” Stevens explains.

“For instance, our attribution reports showed us that we were performing great on social media traffic, while we were performing a tad bit below expectations on the SEO front,” Stevens shares. “This informed our decisions to recalibrate our SEO targets.”

史蒂文斯(Stevens)提到与数字营销相关的示例时,马克·陈(Mark Chen)Billsmarttells us how attribution reporting can help with digital ads.

“As a digital-first business, I need to understand which channels are driving revenue,” Chen begins. “This was particularly apparent when Facebook’s ad attribution changed dramatically because of Apple’s new privacy initiatives. Many of my entrepreneur peers were entirely lost because it seemed like their Facebook conversions fell down a cliff.”

“I was able to preserve and gain market share because I set URL tracking months ago so I realized conversions weren’t going down but just not being tracked. It’s thinking ahead and setting up structures like these that let you grow and scale your business comfortably,” Chen concludes.

2. How to Steer Your Ad Campaign

成功的广告系列需要进行持续的调整 - 您不能仅仅“设置并忘记它”。但是,您如何对遵循客户行为的广告进行有意义的更改?归因报告可以帮助您找到答案。

罗宾·布朗(Robin Brown)VIVIPINSuses attribution reporting to identify keywords, bids and clicks that drive conversions. “The most important insight I gained from attribution reporting is the fact that if you are running out of inventory, adding specific keywords or adding more bids might be the best strategy for getting visitors to click on your ads. It’s also important to understand how many people clicked on your advertisement once it’s clicked so you can better identify what methods tend to not convert well,” Brown says.

广告归因报告可让您挑出什么有效,什么无效,因此您可以在整个广告活动中做出明智的决定,从而减少广告支出。

3.在哪里指导您的营销工作

What’s thebest channel to reach your target audience? Which metrics should become yourNorth Star metrics? When you only have so much time and resources to spend on marketing, it’s critical to answer questions like these.

Attribution reporting can help you identify the channels and metrics that matter so you can focus your marketing efforts accordingly.

“Attribution marketing helps us ensure that we’re spending the right amount of time on each of our marketing efforts,” Lauren Gast fromTruck Driver Institute, Inc.确认。“由于卡车驾驶员学院在许多不同的位置都有多个学校,因此归因报告使我们能够比较营销工作和每个位置的转换率之间的数据。我们发现,我们的报告有助于我们将适当的关注和精力引导到每个位置。”

Gast makes a great point about location. As you design your attribution reports, remember to keep different branches of your business and audiences in mind. Your results will vary depending on your audience segments.

Greg Birch ofStore Space Self Storageadds, “The most valuable insight we gain from attribution reporting for our self-storage company is that we’re able to understand where our efforts need to be from a marketing standpoint. If we have a facility that is underperforming, we’re able to look at month-over-month and year-over-year data to determine where we’re lagging.”

“Are we getting fewer conversions from organic search? Do we need to spend more on paid ads or try different tactics? Is traffic consistent and, therefore, does the problem perhaps lie elsewhere? You can’t fully understand your metrics unless you have proper attribution,” Birch explains.

4. Your Product or Service’s Ideal Pricing

The marketing, sales and ad insights you get from attribution reporting can also help you make broader business decisions, such as pricing.

“Attribution reports have let us know how much to charge on our surety bonds,” says Dave Herman fromEZ Surety Bonds. “We provide the peace of mind associated with contractual obligations, which costs us a significant amount of money if one party doesn’t follow through. So, through our attribution reports, we narrow down how much we need to charge for each surety bond to ensure that we’re covered if one side falls through.”

If you notice different results for separate products and can narrow the cause down to price, maybe it’s time to change your pricing strategy. Consider factoring attribution reports into your pricing decisions if you can make clear connections.

5. Where Your Best Audiences Come From

It’s easy to fall in the marketing trap of reaching out to as many people as possible, regardless of how interested they might be in your company. Effective marketing involves carefulaudience targetingbecause you’ll draw in more people likely to buy.

But, how do you figure out where your best target audiences come from? Attribution reporting can help you track down the source.

“The most important insight I gained from attribution marketing is understanding the source of my audience. I can figure out the platforms where customers are coming from and focus on campaigning on those platforms,” says Harriet Chan ofCocoFinder.

Chan分享了一个例子:“例如,我们的大多数客户来自LinkedIn和Twitter。因此,我们将广告系列集中在两个平台上,以确保我们的客户始终拥有新鲜的内容。”

归因报告还帮助劳拉·卡维尼(Laura Caveney)Ruler Analytics针对合适的受众。“归因报告使用归因工具正确完成,可以使您可以在网站访问者,潜在客户和封闭收入之间连接点。我们能够更好地针对我们的营销,以达到我们知道的客户个人资料,这要归功于归因,从而为我们提供了具体的证据和洞察力,”卡维尼说。

6. Your Customers’ True Journey

一些企业创建一个客户旅程y expect their customers to go through. But, that journey doesn’t always match the path that customers actually take. Since attribution reporting involves tracking each interaction in this journey, it can help you understand what’s actually going on.

FullCoveragautoInsurances.comMelanie Musson discovered this kind of disconnect when performing attribution reporting. “We had developed a path we expected customers to take and we made that path as simple to follow as we could. Then, through attribution reporting, we realized a large number of customers were stopping at the same spot,” Musson tells us.

“As it turned out, we didn’t know everything like we thought we did,” Musson remarks. “We depend on attribution reports to know our customers’ journey so we can build the paths they need and not just what we think they need.”

AtPeopleFinderFree, Eden Cheng uses data to inform the company’s customer journey. Data attribution helps fill gaps in that data for a clearer picture. “From attribution reporting, I have gained numerous insights, like when the customer journey has developed more intricate. I have understood that it has become more crucial than ever. One of the most general reasons my company has been striving to understand the value of attribution reports is their harrowing customer journey, which is damaged by data gaps,” Cheng says.

Cheng继续说:“幸运的是,正确的营销归因工具展示了我的业务可能遇到的所有痛点。”“因此,足够的实施和执行是充分利用上级便利归因提供的领先关键。我获得的洞察力是,从数字互动中拖走的数据使划定每个客户的旅程变得无麻烦。”

7. How to Direct Your Content Strategy

Most内容营销targets top-of-funnel customers — people just getting to know your company. So, it can become difficult to tell which pieces of content lead to results later in the pipeline. Attribution data tracks the full process, helping you build a conversion-driven content strategy.

“What content we put out into the world can affect our business. We are constantly looking for ways to get our content out there and help bring traffic to our site,” beginsMilkwhale’sAndre Oentoro.

“Over the years, our efforts have resulted in helping our business thrive. Attribution reporting has helped us pinpoint how our content affects our business and helps us plan for future content as well,” Oentoro concludes.

Google Analytics Acquisition Dashboard Template by Databox

As you examine your attribution data, take note of which pieces of content lead to actions that bring customers down the pipeline. Think email signups and social follows that nurture leads into customers. That content will help you create more content that leads to eventual conversion.

关于作者
Melissa King
Melissa King梅利莎·金(Melissa King)是一位自由作家,他帮助B2B SaaS公司通过参与内容传播有关其产品的信息。在内容营销世界之外,她写了有关视频游戏的文章。在Melissakingfreelance.com上查看她的工作。
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