Why CRO Needs a Human-Centred Approach in the Age of AI
As AI continues to shape how websites are built and optimised, Conversion Rate Optimisation (CRO) is becoming increasingly standardised. We advocate for putting the customer, and human, first.
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Google Analytics 4 brings not just a new tracking infrastructure, and a new interface. It also introduces a couple of new metrics and defines existing ones differently. It’s critical to understand the key differences in particular as BAU reporting will see dips and spikes.
As we said, there’s a change to the way some everyday metrics are defined in GA4, compared to Universal Analytics (known as UA or GA3). Some of the changes are quite subtle and won’t massively shift the needle on metrics. Others fundamentally change what is meant by the metric. It’s like the Lilt scenario, but in web analytics form.
Google has a great help page here , but I’ve outlined the ones that it’s worth knowing about below:
There’s reasonably few new metrics in GA4 that you’d write home about. The most fundament are a set of metrics around Events, as this is the new cornerstone of tracking. So you have:
The most excited one are those I’ve written about before and can be found here . Predictive Metrics! These include:
Google also dips into the world of product analytics and has started to include metrics such as:
Never let it be said that Google don't give with one hand and take with the other. They keep you on your toes with changes to metrics like the above...but they provide a handy Help article to help you navigate it.
If you’ve got any issues with your GA4 data, navigating the interface or building dashboards that work, please do give us a shout.
As AI continues to shape how websites are built and optimised, Conversion Rate Optimisation (CRO) is becoming increasingly standardised. We advocate for putting the customer, and human, first.
It's hard to find a corner of the tech world that generative AI hasn't reached. "Should we use AI here?" has quietly become "where shouldn't we?", and AI code has quickly evolved from a joke into standard industry practice.
I took myself off to Athens SEO., and have written up my findings! The conference brought together SEO professionals, marketers, and industry experts to discuss the latest developments shaping the search landscape. It was a valuable opportunity to explore emerging trends, exchange ideas, and gain practical insights into the future of search.