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Analytics: What Sources are Stealing Your Paid Revenue Attribution?

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Analytics: What Sources are Stealing Your Paid Revenue Attribution?

“Where should we attribute revenue?” is a question every digital marketer has asked themselves at some point. In two different accounts, we found that referral and affiliate websites were receiving revenue credit for paid-initiated traffic. These two clients both use Analytics revenue for the account’s target ROAS goals rather than the platforms. At times, we had to pull back our paid spend when Analytics dipped under the target goal. After further analysis, I wondered if we should reconsider the attribution approach.

In one account, we noticed a 90% increase in revenue attributed to referral websites month-over-month. This caught my attention because this was a significant increase.

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I investigated what sources were contributing to the increase in referral traffic. Sometimes, platforms or banks appear under referrals. Sometimes, payment processing websites appear under Referrals, such as PayPal or to Affirm. These types of sources are not responsible for driving the traffic and are common referral exclusions. This means Analytics would ignore these sessions and give the credit to the previous interaction.

Analytics Attributing Revenue to Referral Sources

If we drill down into the referral websites, we can see that many of the websites receiving revenue credit are coupon websites.  

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Many times, the coupons do not even work on these websites, but Analytics will still credit the purchase to these domains if the user clicks the link that directs them back to the website.

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If we look at the Paid-Initiated paths that end with referrals, the coupon websites received $39,062 in revenue. 

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If we look specifically at Referral-initiated paths, out of the $87,729 in revenue, the coupon websites were only responsible for initiating 6 visits with $4,701 in revenue.  

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After a discussion with the client, they believed these coupon websites were not valuable and often did not have valid coupons. So, we made the decision to exclude these coupon websites to avoid having them interfere with our marketing objectives.

Analytics Attributing Revenue to Other Advertising

In the second account, we noticed it became increasingly difficult to hit their target ROAS goals during the summer. However, since this immediately followed the distribution of the first round of stimulus checks, we believed this attributed to the spike in revenue. They also had some larger coupon promotions on their website during the spring months.

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As you can see in this month-over-month trend, ROAS dropped below 300% starting in June. The value the platforms were reporting revenue $250k higher than what Analytics was reporting.  

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A few months ago, Analytics had revenue bucketed as other, and it was often the last interaction in Analytics. This channel was responsible for 14% of the revenue in Analytics for 8 months.

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All of the revenue under Other Advertising was being attributed to a CJ Affiliates source. This started around the same time the account began to struggle meeting its ROAS goals.

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Analytics Paid-Initiated Traffic and Other Advertising

In the Multi-Channel Funnels in the Top Conversion paths, it shows that $1.4M out of the $2.5M of paid-initiated traffic was attributed to Other Advertising (CJ Affiliates). Most of this revenue would have been attributed to Paid Search if the affiliate source was not present.

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Note: This report is filtered to conversion types as transactions only. It is also filtered for traffic that begins with Paid Search and ends with Other Advertising.

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During one conversation with the client, we all agreed while the affiliates may be contributing to the revenue, but the question was exactly how much. If we change up the filters to show traffic that Begins with Other Advertising, we can see this channel is only responsible for driving traffic that resulted in 281 transactions and $47,268 in revenue.

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So, in this case, while we could say the affiliate program is assisting in the searchers making the purchase, it does not appear to be the primary channel driving searchers to the website. So, Analytics attributing 100% of the revenue in MCF is greatly devaluing Paid Search traffic’s role.

Google Analytics – Last Click Attribution

Another important consideration is how Analytics is reporting conversions and revenue. By default, Analytics is set up to give the last non-direct visit 100% of the conversions or revenue credit. One issue with this model is the user journey is complex; assigning all the credit to the “last touchpoint” may undervalue other sources. 

In the paid-initiated traffic, we can see they visit the coupon or affiliate websites right before making a purchase, and then the revenue is attributed to the coupon websites. Sometimes we see the searcher visit multiple coupon websites in the same session. Also, we can see that some revenue was attributed to the Affirm payment option for when searchers prefer to make payments over time. 

For example, if a person clicks to your website from a Paid ad, then returns as a coupon ‘referral’ or ‘other advertising’ traffic to convert, Analytics will report 1 transaction for Referral or Other Advertising. The Multi-Channel Funnels report will show 1 conversion with the path paid search > referral. Paid search will get 1 assisted conversion.

In the Last Interaction attribution model, the last touchpoint—in this case, the Referral channel—would receive 100% of the credit for the sale.

In the following scenarios, the final touchpoint will get 100% of the credit in Analytics’ Last Click model unless it is Direct and then it gives credit to the previous source.

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In the scenarios above, the last click may be the reason you purchased, but it is not the reason you were interested in the first place. It may be worth considering upgrading your attribution model to something that gives more credit to other touchpoints along the journey. This type of attribution makes it difficult to assign credit where credit is due.

Let’s say we updated it to a Position-Based model. The attribution credit would look something like this with 40% attributed to the first and last touchpoints and 20% divided to anything in between.

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In Google Ads, most of us have moved away from the Last Click attribution model. This article From Last Click to Position-Based: An Attribution Test does a great job of discussing how changing the model impacted Google Ads campaigns. If your account has enough clicks and conversions, then the Data Driven Model will be an available option. 

Model Comparison Tool

You can use the Model Comparison Tool in Analytics or it is called the Model Comparison Explorer in Analytics 360. They can be found under Conversions > Multi-Channel Funnels > Model Comparison Tool. 

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In the above scenario, the channels that would benefit the most are Paid Search, Organic Search, and Social Network. This data shows us that these paths may begin the journey more often and the Last Click model is not giving them the credit they may be entitled to receive.

You can also use the Attribution Beta in Analytics to explore the difference in the models without changing the settings. 

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Analytics Attribution Revenue to Referral Spam Coupon Websites

In this case, we see a large portion of the revenue is being attributed to coupon websites. These websites dominate the search results when you look for coupons for many brands. Oftentimes these coupons do not work, but searchers will try to get a promotion. You can see some ads are offering discounts for Macy’s here.

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One option might be to switch to another attribution model in Analytics. If the Data-Driven Attribution model is available this might be the best option. Your account would need to meet specific criteria for this option to be available. Another option would be to switch to Position-Based for conversions that involve multiple touchpoints.

Another option might be to create a special coupon page for your website that is not easily found on your website. Then you can set up a Brand Coupon ad group and target these discount terms to bring searchers back to your website with a valid coupon. While some people may continue checking out without a coupon, others may choose to abandon their cart. 

Conclusion

It may be time to really think about how we are attribution revenue in Analytics. The searcher’s journey can often be complex. Is the Last Click approach attributing too much revenue to sources that are less valuable? Are these referral sources devaluing your marketing efforts? Even if you decide you are not ready to rethink the attribution model in Analytics, it would be worth the time to deep dive into the list of referral sources getting credit for revenue. Maybe some of these referral sources could be excluded to give you a better vantage point of what is contributing the most.

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18 Events and Conferences for Black Entrepreneurs in 2024

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18 Events and Conferences for Black Entrepreneurs in 2024

Welcome to Breaking the Blueprint — a blog series that dives into the unique business challenges and opportunities of underrepresented business owners and entrepreneurs. Learn how they’ve grown or scaled their businesses, explored entrepreneurial ventures within their companies, or created side hustles, and how their stories can inspire and inform your own success.

It can feel isolating if you’re the only one in the room who looks like you.

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IAB Podcast Upfront highlights rebounding audiences and increased innovation

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IAB podcast upfronts in New York

IAB podcast upfronts in New York
Left to right: Hosts Charlamagne tha God and Jess Hilarious, Will Pearson, President, iHeartPodcasts and Conal Byrne, CEO, iHeartMedia Digital Group in New York. Image: Chris Wood.

Podcasts are bouncing back from last year’s slowdown with digital audio publishers, tech partners and brands innovating to build deep relationships with listeners.

At the IAB Podcast Upfront in New York this week, hit shows and successful brand placements were lauded. In addition to the excitement generated by stars like Jon Stewart and Charlamagne tha God, the numbers gauging the industry also showed promise.

U.S. podcast revenue is expected to grow 12% to reach $2 billion — up from 5% growth last year — according to a new IAB/PwC study. Podcasts are projected to reach $2.6 billion by 2026.

The growth is fueled by engaging content and the ability to measure its impact. Adtech is stepping in to measure, prove return on spend and manage brand safety in gripping, sometimes contentious, environments.

“As audio continues to evolve and gain traction, you can expect to hear new innovations around data, measurement, attribution and, crucially, about the ability to assess podcasting’s contribution to KPIs in comparison to other channels in the media mix,” said IAB CEO David Cohen, in his opening remarks.

Comedy and sports leading the way

Podcasting’s slowed growth in 2023 was indicative of lower ad budgets overall as advertisers braced for economic headwinds, according to Matt Shapo, director, Media Center for IAB, in his keynote. The drought is largely over. Data from media analytics firm Guideline found podcast gross media spend up 21.7% in Q1 2024 over Q1 2023. Monthly U.S. podcast listeners now number 135 million, averaging 8.3 podcast episodes per week, according to Edison Research.

Comedy overtook sports and news to become the top podcast category, according to the new IAB report, “U.S. Podcast Advertising Revenue Study: 2023 Revenue & 2024-2026 Growth Projects.” Comedy podcasts gained nearly 300 new advertisers in Q4 2023.

Sports defended second place among popular genres in the report. Announcements from the stage largely followed these preferences.

Jon Stewart, who recently returned to “The Daily Show” to host Mondays, announced a new podcast, “The Weekly Show with Jon Stewart,” via video message at the Upfront. The podcast will start next month and is part of Paramount Audio’s roster, which has a strong sports lineup thanks to its association with CBS Sports.

Reaching underserved groups and tastes

IHeartMedia toasted its partnership with radio and TV host Charlamagne tha God. Charlamagne’s The Black Effect is the largest podcast network in the U.S. for and by black creators. Comedian Jess Hilarious spoke about becoming the newest co-host of the long-running “The Breakfast Club” earlier this year, and doing it while pregnant.

The company also announced a new partnership with Hello Sunshine, a media company founded by Oscar-winner Reese Witherspoon. One resulting podcast, “The Bright Side,” is hosted by journalists Danielle Robay and Simone Boyce. The inspiration for the show was to tell positive stories as a counterweight to negativity in the culture.

With such a large population listening to podcasts, advertisers can now benefit from reaching specific groups catered to by fine-tuned creators and topics. As the top U.S. audio network, iHeartMedia touted its reach of 276 million broadcast listeners. 

Connecting advertisers with the right audience

Through its acquisition of technology, including audio adtech company Triton Digital in 2021, as well as data partnerships, iHeartMedia claims a targetable audience of 34 million podcast listeners through its podcast network, and a broader audio audience of 226 million for advertisers, using first- and third-party data.

“A more diverse audience is tuning in, creating more opportunities for more genres to reach consumers — from true crime to business to history to science and culture, there is content for everyone,” Cohen said.

The IAB study found that the top individual advertiser categories in 2023 were Arts, Entertainment and Media (14%), Financial Services (13%), CPG (12%) and Retail (11%). The largest segment of advertisers was Other (27%), which means many podcast advertisers have distinct products and services and are looking to connect with similarly personalized content.

Acast, the top global podcast network, founded in Stockholm a decade ago, boasts 125,000 shows and 400 million monthly listeners. The company acquired podcast database Podchaser in 2022 to gain insights on 4.5 million podcasts (at the time) with over 1.7 billion data points.

Measurement and brand safety

Technology is catching up to the sheer volume of content in the digital audio space. Measurement company Adelaide developed its standard unit of attention, the AU, to predict how effective ad placements will be in an “apples to apples” way across channels. This method is used by The Coca-Cola Company, NBA and AB InBev, among other big advertisers.

In a study with National Public Media, which includes NPR radio and popular podcasts like the “Tiny Desk” concert series, Adelaide found that NPR, on average, scored 10% higher than Adelaide’s Podcast AU Benchmarks, correlating to full-funnel outcomes. NPR listeners weren’t just clicking through to advertisers’ sites, they were considering making a purchase.

Advertisers can also get deep insights on ad effectiveness through Wondery’s premium podcasts — the company was acquired by Amazon in 2020. Ads on its podcasts can now be managed through the Amazon DSP, and measurement of purchases resulting from ads will soon be available.

The podcast landscape is growing rapidly, and advertisers are understandably concerned about involving their brands with potentially controversial content. AI company Seekr develops large language models (LLMs) to analyze online content, including the context around what’s being said on a podcast. It offers a civility rating that determines if a podcast mentioning “shootings,” for instance, is speaking responsibly and civilly about the topic. In doing so, Seekr adds a layer of confidence for advertisers who would otherwise pass over an opportunity to reach an engaged audience on a topic that means a lot to them. Seekr recently partnered with ad agency Oxford Road to bring more confidence to clients.

“When we move beyond the top 100 podcasts, it becomes infinitely more challenging for these long tails of podcasts to be discovered and monetized,” said Pat LaCroix, EVP, strategic partnerships at Seekr. “Media has a trust problem. We’re living in a time of content fragmentation, political polarization and misinformation. This is all leading to a complex and challenging environment for brands to navigate, especially in a channel where brand safety tools have been in the infancy stage.”



Dig deeper: 10 top marketing podcasts for 2024

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Foundations of Agency Success: Simplifying Operations for Growth

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Foundations of Agency Success: Simplifying Operations for Growth

Foundations of Agency Success Simplifying Operations for Growth

Why do we read books like Traction, Scaling Up, and the E-Myth and still struggle with implementing systems, defining processes, and training people in our agency?

Those are incredibly comprehensive methodologies. And yet digital agencies still suffer from feast or famine months, inconsistent results and timelines on projects, quality control, revisions, and much more. It’s not because they aren’t excellent at what they do. I

t’s not because there isn’t value in their service. It’s often because they haven’t defined the three most important elements of delivery: the how, the when, and the why

Complicating our operations early on can lead to a ton of failure in implementing them. Business owners overcomplicate their own processes, hesitate to write things down, and then there’s a ton of operational drag in the company.

Couple that with split attention and paper-thin resources and you have yourself an agency that spends most of its time putting out fires, reacting to problems with clients, and generally building a culture of “the Founder/Creative Director/Leader will fix it” mentality. 

Before we chat through how truly simple this can all be, let’s first go back to the beginning. 

When we start our companies, we’re told to hustle. And hustle hard. We’re coached that it takes a ton of effort to create momentum, close deals, hire people, and manage projects. And that is all true. There is a ton of work that goes into getting a business up and running.

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The challenge is that we all adopt this habit of burning the candle at both ends and the middle all for the sake of growing the business. And we bring that habit into the next stage of growth when our business needs… you guessed it… exactly the opposite. 

In Mike Michalowitz’s book, Profit First he opens by insisting the reader understand and accept a fundamental truth: our business is a cash-eating monster. The truth is, our business is also a time-eating monster. And it’s only when we realize that as long as we keep feeding it our time and our resources, it’ll gobble everything up leaving you with nothing in your pocket and a ton of confusion around why you can’t grow.

Truth is, financial problems are easy compared to operational problems. Money is everywhere. You can go get a loan or go create more revenue by providing value easily. What’s harder is taking that money and creating systems that produce profitably. Next level is taking that money, creating profit and time freedom. 

In my bestselling book, The Sabbatical Method, I teach owners how to fundamentally peel back the time they spend in their company, doing everything, and how it can save owners a lot of money, time, and headaches by professionalizing their operations.

The tough part about being a digital agency owner is that you likely started your business because you were great at something. Building websites, creating Search Engine Optimization strategies, or running paid media campaigns. And then you ended up running a company. Those are two very different things. 

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How to Get Out of Your Own Way and Create Some Simple Structure for Your Agency…

  1. Start Working Less 

I know this sounds really brash and counterintuitive, but I’ve seen it work wonders for clients and colleagues alike. I often say you can’t see the label from inside the bottle and I’ve found no truer statement when it comes to things like planning, vision, direction, and operations creation.

Owners who stay in the weeds of their business while trying to build the structure are like hunters in the jungle hacking through the brush with a machete, getting nowhere with really sore arms. Instead, define your work day, create those boundaries of involvement, stop working weekends, nights and jumping over people’s heads to solve problems.

It’ll help you get another vantage point on  your company and your team can build some autonomy in the meantime. 

  1. Master the Art of Knowledge Transfer

There are two ways to impart knowledge on others: apprenticeship and writing something down. Apprenticeship began as a lifelong relationship and often knowledge was only retained by ONE person who would carry on your method.

Writing things down used to be limited  (before the printing press) to whoever held the pages.

We’re fortunate that today, we have many ways of imparting knowledge to our team. And creating this habit early on can save a business from being dependent on any one person who has a bunch of “how” and “when” up in their noggin.

While you’re taking some time to get out of the day-to-day, start writing things down and recording your screen (use a tool like loom.com) while you’re answering questions.

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Deposit those teachings into a company knowledge base, a central location for company resources. Some of the most scaleable and sellable companies I’ve ever worked with had this habit down pat. 

  1. Define Your Processes

Lean in. No fancy tool or software is going to save your company. Every team I’ve ever worked with who came to me with a half-built project management tool suffered immensely from not first defining their process. This isn’t easy to do, but it can be simple.

The thing that hangs up most teams to dry is simply making decisions. If you can decide how you do something, when you do it and why it’s happening that way, you’ve already won. I know exactly what you’re thinking: our process changes all the time, per client, per engagement, etc. That’s fine.

Small businesses should be finding better, more efficient ways to do things all the time. Developing your processes and creating a maintenance effort to keep them accurate and updated is going to be a liferaft in choppy seas. You’ll be able to cling to it when the agency gets busy. 

“I’m so busy, how can I possibly work less and make time for this?”

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You can’t afford not to do this work. Burning the candle at both ends and the middle will catch up eventually and in some form or another. Whether it’s burnout, clients churning out of the company, a team member leaving, some huge, unexpected tax bill.

I’ve heard all the stories and they all suck. It’s easier than ever to start a business and it’s harder than ever to keep one. This work might not be sexy, but it gives us the freedom we craved when we began our companies. 

Start small and simple and watch your company become more predictable and your team more efficient.


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