I Stopped Using GA4 for My Product. Here's What I Actually Needed Instead.

The question GA4 answers vs the question I had

I did not leave Google Analytics because someone on Twitter said it was illegal in the EU. I left because I kept opening GA4 and still could not answer a simple product question: which step of onboarding is killing signups?

GA4 is excellent at a different job. It is built for marketing measurement inside Google's ecosystem—ads attribution, explorations, BigQuery export, free volume at scale. If paid acquisition is your north star, GA4 is still the default for a reason.

My job was smaller. I run a product. I needed to know whether people finished signup, created a workspace, and invited a teammate—not whether a campaign "assisted" a conversion three weeks later.

That mismatch is why I looked for a Google Analytics alternative aimed at product teams, not media buyers.

Three things that made GA4 feel like the wrong tool

1) Event parameters became a second product

Every meaningful question in GA4 seemed to require a tracking plan, custom events, and parameter discipline. Fair for a growth org with a data team. Heavy for a two-person SaaS where the founder still ships the landing page.

2) Consent and cookies added noise I did not need

Typical GA4 setups in the EU mean consent banners and cookie logic. I am not claiming GA is illegal—we do not say that on our comparison page either. GA4 can be used with consent and valid transfer mechanisms. I simply did not want my analytics stack shaped around ads compliance when I was not running ads.

3) The UI is shaped for explorations, not weekly product review

Explorations are powerful. They are also easy to abandon. I wanted a funnel I could open every Monday, see the worst step, and ship one fix—not another afternoon learning a reporting product.

What I kept measuring after leaving

I narrowed scope on purpose:

• One activation funnel — signup → workspace → first meaningful action
• Two or three goals — primary CTA clicks marked on the actual buttons
• Weekly review — worst step, one product change, move on

That is it. No twenty-event taxonomy. No duplicate definitions of "conversion."

If you want the setup pattern, we wrote a dedicated guide: cookieless conversion funnels for SaaS. This post is about the why; that one is about the how.

Honest tradeoffs

Leaving GA4 is not free of compromise.

• Google Ads attribution — if you need it, keep GA4 (or your ads stack) for that lane. EventDash does not replace a media measurement suite.
• Unlimited free volume — GA4's price is hard to beat. Smaller tools charge once you pass modest event counts. We offer 10k events/month free, then paid plans for teams that outgrow it.
• BigQuery and enterprise reporting — if your company lives in SQL exports, a lightweight product dashboard is a step down, not a upgrade.

I accepted those tradeoffs because my bottleneck was product clarity, not marketing mix modeling.

A 30-minute migration checklist

You do not need a quarter-long analytics migration. This is the minimum that got me unblocked:

1) Install a focused tracker (≈10 minutes)

Follow the quickstart for your stack. EventDash ships as an ~11 KB script with no cookies on the tracker path. Page views work out of the box.

2) Mark real conversions on the UI (≈10 minutes)

Put goals on the elements that matter—signup, upgrade, invite—not on abstract "click" events buried in a tag container. See track conversions without GTM for the HTML pattern.

3) Rebuild one funnel (≈10 minutes)

Pick the path that defines activation for your product. Three to five steps max. Document it in your head or in Notion; wire the steps in funnel docs.

4) Run both tools for two weeks (optional but sane)

If GA4 is already live, parallel-run while you trust the new numbers. Compare directionally, not pixel-perfect. Sunset GA when one funnel answers your weekly questions.

When to stay on GA4

Stay if any of these are true:

• Google Ads performance is a core weekly metric
• You need BigQuery-scale export and already have analysts on it
• Legal/compliance has standardized on GA4 with a consent framework you will not rip out this quarter
• You are a content/media site where pageviews and campaigns are the product question

Leave (or add a second tool) when your real questions sound like: "Where did checkout die?" or "Did the new onboarding help signup completion?"

What I use now

I built EventDash because I wanted the middle: cookieless product analytics with funnels and HTML goals—without operating PostHog-scale infrastructure.

If you are in the same spot, start free at pricing or read the honest EventDash vs Google Analytics breakdown before you switch.

Related:

• What is a Google Analytics alternative?
• Privacy-first analytics in practice
• Event tracking basics