Analytics for people without a data team.
Every founder I know has had the same moment. You log into GA4 looking for one answer - "is this working?" - and forty minutes later you're staring at an Exploration report with six dimensions and no idea what "engaged sessions" actually means.
So naturally, the conclusion is: GA4 is broken. It's confusing. Google ruined analytics.
I don't think that's quite right.
GA4 isn't broken. It's just not for you.
GA4 was built for teams running seven-figure ad budgets across five channels, with a data scientist on staff whose entire job is to build custom reports in Explorations. For that team, GA4 is genuinely powerful. Attribution modeling, audience segmentation, BigQuery exports - it's a real tool for a real job.
The problem is that GA4 is also the default analytics tool for a solo founder who just shipped a landing page and wants to know if anyone's signing up.
Those are two completely different jobs. GA4 was only built for one of them.
The tell is in the vocabulary
Look at what GA4 asks you to understand before you can answer a basic question:
Engaged sessions vs. sessions
Events vs. conversions vs. key events
Explorations vs. standard reports
Dimensions, metrics, segments, comparisons
None of that vocabulary exists because someone wanted to make your life harder. It exists because at enterprise scale, you genuinely need to distinguish a bounce from a bounce-with-scroll-depth. You genuinely need custom event taxonomies across twelve marketing channels.
But if you're a team of two, you don't need a taxonomy. You need someone to tell you: "Traffic from your last tweet converted at 4%, and Google Ads is bleeding money." In plain English. Today.
What "just tell me what's working" actually requires
The uncomfortable truth is that plain-English answers require interpretation, not just data. GA4 gives you rows and charts. It doesn't tell you that your conversion rate dropped because of the pricing page redesign, not the traffic source. It doesn't flag that your bounce rate spike coincides with a slow page load. It assumes you'll build that story yourself, report by report.
For a data scientist, that's the job. For a founder trying to ship product, that's a second full-time job you didn't sign up for.
This is the actual gap - not that GA4 has bad data, but that it has zero opinions. It hands you the ingredients and calls it dinner.
So what's the alternative?
Not "GA4 but with a nicer UI." A nicer UI on the same firehose is still a firehose.
The actual alternative is a tool that does the interpretation for you - one that looks at your traffic, your funnel, your drop-offs, and just tells you in a sentence what changed and why it probably matters. That's the gap I built Clerion to close: same underlying data GA4 has, but the output is an answer, not a dashboard.
GA4 isn't going anywhere, and it shouldn't - enterprise teams still need it. But if you're building a company and just want to know what's working on your site without a crash course in analytics vocabulary, you were never really the customer GA4 was designed for. That's not a personal failing. It's a mismatch. And it's worth building for the other side of it.