1. From reactive reporting to smart decisions
In 2026, data will not be an advantage – it will be a given, and if you overlook this aspect in your decision-making, you will lose a lot. What will determine your ROI is not the number of reports you prepare, but how you conclude them. Sometimes, a single page with a collection of data that is actually relevant is enough to understand what is and isn’t working.
Marketing is no longer a collection of campaigns run separately on different channels. Marketers need to view it as a data ecosystem where GA4, CRM, GSC, Google Ads, and BigQuery create a common language for decision-making.
The conclusion? The report itself shows what happened. However, a system combining data from different tools will show why something happened and what didn’t, and allow you to determine what to do next.
What pitfalls should you avoid when preparing data?
Beware of “Direct” traffic eating into your organic traffic
One of the pitfalls marketers are already falling into is data distortion in GA4, which makes it difficult to draw conclusions and track conversions. We are talking about direct traffic, which is growing unnaturally, while organic traffic is stagnating or declining, despite SEO efforts. From my observation, this is one of the most common analytical errors in recent months.
This error occurs when organic traffic is incorrectly attributed to direct traffic. Why is this happening?
1. GA4 works differently from Universal Analytics
Unfortunately, a disadvantage of GA4 is that sessions can be overwritten easily. Suppose traffic comes to the site without complete source data (e.g., due to a lack of UTM parameters, a shortened link, or a transition from an application). In that case, it is automatically assigned to the direct source.
2. User behavior has changed
Data collection is one thing, but user behavior is also not what it used to be. A user may find your brand on Google and click on an organic result. After a few days, they will return to your site, e.g., with the intention to purchase, but they will enter via a saved shortcut or by typing the address into the search engine and selecting it from the suggestions. In this case, the entire sequence of events will be attributed directly.
3. AI Search and SGE complicate paths
Staying on the topic of point two, the emergence of new search channels, such as AI Search, AI Overviews, and so-called zero-click answers in Google, also makes accurate analytics difficult. If a user enters your site via a recommendation in generative search results, GA4 will not recognize that traffic as organic.
What does this mean for ROI?
As a result, your reports may underestimate the real impact of SEO on generated sales by as much as 20-40%! This can lead to wrong budget decisions – SEO may seem unprofitable, and ROI may be better for ADS activities. You may mistakenly limit your investment in Search even after achieving real results.
How to fix it?
- Create your own custom channel grouping in GA4 to distinguish organic traffic from direct traffic.
- Combine data from GSC, Ads, and CRM to see which conversions actually start in the search engine.
- Establish interpretation rules for direct traffic and learn to read this data – e.g., an increase in direct traffic + an increase in brand queries = an SEO effect.
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