The Cost of Outdated Attribution Models

Advertisers have relied on attribution models to evaluate their media spend since the early days of digital advertising. The principle is simple: understand what’s working and invest more in it.

But as the way people consume content has changed, the way advertisers measure performance hasn’t always kept up.

Today, consumers encounter brands across websites, mobile apps, Apple News, video, podcasts and more. Yet many attribution models still focus heavily on traditional website activity, potentially overlooking valuable interactions elsewhere.

For advertisers, this raises an important question: are they investing in the channels that perform best, or simply the ones that are easiest to measure?

What Does Attribution Actually Measure?

Simply put, an attribution model helps advertisers understand which parts of their media spend contribute to results.

Traditional last-click attribution gives credit to the final ad someone clicks before a conversion. Multi-touch attribution takes this a step further, recognizing that consumers often encounter a brand across several channels before making a decision.

Both approaches provide valuable insights. However, the picture they provide depends on the data available and how interactions across different channels are measured.When some interactions are easier to track than others, attribution models may not fully reflect the contribution on every channel. This can make it harder for advertisers to understand what’s influencing decisions throughout the customer journey.

Beyond Traditional Website Advertising

Many attribution models were developed when display advertising on publisher websites played a much bigger role in digital campaigns.

Those placements are still valuable, but audiences now engage with the same publishers across multiple channels.

Someone researching investments might encounter an ad while reading financial news in a publisher’s app, see another placement on Apple News and eventually visit a financial brand’s website days later.

Each interaction may contribute to their decision, even if only the final click receives credit.

The challenge is that clicks, impressions and conversions aren’t always tracked in the same way across different environments. As a result, interactions that are harder to measure may receive less recognition in performance reporting.

This doesn’t mean traditional attribution models no longer have value. Rather, it highlights the importance of understanding their limitations and considering whether they provide a complete enough picture to inform media investment decisions. 

The Cost of Overlooking Valuable Audiences

The implications extend beyond measurement. When advertisers use attribution data to decide where to invest, channels that generate easily measurable clicks can appear more effective than those that contribute earlier in the customer journey. 

Over time, this can influence budget allocation, potentially directing spend towards the placements that receive the most credit rather than those that offer the greatest overall opportunity. 

For premium publishers, this presents an important consideration.

Publishers reach audiences across a range of environments, not just their own websites.Advertisers may therefore be working with the right publishing partners while overlooking opportunities to reach those publishers’ audiences across other relevant channels.

For financial advertisers, this matters. Consumers researching investments, comparing financial products or considering their long-term financial plans may engage with trusted financial content at several points before taking action.

If measurement focuses too heavily on traditional website activity, advertisers may struggle to understand the contribution of other publisher environments and the role they play in reaching these audiences. 

The opportunity is to look beyond individual placements and consider how publishers can help advertisers connect with relevant audiences across the wider media landscape. 

Making Attribution Work for Today’s Media Mix

Improving attribution doesn’t necessarily mean replacing existing models. It means making sure advertisers understand what their models capture, where potential gaps exist and how those insights inform media decisions.

For advertisers, that starts with taking a closer look at their existing media mix. 

Are they making use of all the available channels across their selected publishing partners, or focusing primarily on traditional website inventory? And are they evaluating performance in a way that reflects the different roles each channel plays?

Rather than applying the same measurement approach across every environment, advertisers should consider the contribution each channel makes in the context of their campaign objectives.

There are several practical steps worth considering: 

• Review how attribution assigns value. Understand how much emphasis is placed on the last click and whether earlier interactions are recognized. 
• Consider performance across different environments. Review how campaigns are measured across publisher websites, apps, Apple News and other relevant channels, taking into account differences in tracking and reporting.  
• Look beyond conversions alone. Depending on campaign objectives, measures such as reach, engagement and qualified site visits can provide additional context for understanding performance. 
• Work with agencies and media partners. Discuss how attribution informs budget decisions, where measurement gaps may exist and whether additional reporting can help build a more complete picture. 

These steps can help advertisers make more informed decisions about their media spend, maximize the opportunities available through existing publisher partnerships and avoid overlooking potentially valuable audiences.

Looking Beyond the Last Click

Attribution will always play an important role in evaluating campaign effectiveness. But as audiences engage with brand across an increasingly diverse range of media environments, advertisers need to understand the limitations of the data guiding their decisions.

The goal isn’t simply to measure more. It’s to build a more complete picture of how advertising contributes to results, wherever audiences engage.

For advertisers working with premium publishers, that means considering not only which publishers reach their target audiences, but also how those audiences can be reached across relevant environments.

Looking to get more from your media mix?

Discover how Dianomi helps financial advertisers reach relevant audiences across premium publisher environments, including Apple News, and explore opportunities to make more of their media investment.