GA4 Reporting Wrapper: custom analytics beyond GA4’s limits.
Sampling, dimension limits, rigid reports – GA4’s native interface wasn’t built for serious analysis. Bright Analytics connects to your raw GA4 data in BigQuery and gives you the flexible, accurate reporting you actually need.
Challenges
Sampling kills accuracy
High-traffic reports get sampled, so your numbers are estimates, not facts.
Dimension and metric limits
GA4 caps what you can analyse in a single report – fine for basic use, useless for deep dives.
Can’t customise metrics
You need a specific conversion rate or custom engagement score, but GA4 won’t let you build it.
Opaque calculations
You don’t know exactly how GA4 computes some metrics, making it hard to trust or reconcile with other data.
The Hidden Cost
Decisions based on approximations
When reports are sampled, you’re optimising on guesses.
Analyst time wasted
Hours spent exporting, stitching, and working around GA4’s limitations.
Insights are not actionable
The analysis you need is technically possible — just not in GA4’s UI.
Solutions
Raw data foundation
Bright Analytics connects to your raw GA4 export in BigQuery. Every event, every parameter, no sampling.
Custom metrics and dimensions
Build exactly what your business needs – engagement scores, custom conversion rates, event parameters as dimensions.
Flexible reporting
Unlimited dashboards, no template constraints, combine GA4 data with other sources.
Clean, auditable data
Filter bots, exclude internal traffic, handle user metrics properly – all transparent in the data model.
Key Benefits
100% of your data
No sampling, no estimates — complete event-level accuracy.
Report on anything
Any event, any parameter, any combination — if it’s in the data, you can report on it.
Combine with other sources
Join GA4 data with CRM, ad platforms, or backend systems for unified analysis.
Own your analytics
No black-box calculations — you see exactly how every metric is built.
The Modules That Make It Possible
Our data pipelines, semantic layer and reporting modules turn raw GA4 event data into the analytics platform you actually want.
FREQUENTLY ASKED QUESTIONS
Yes — we connect to your GA4 data via the BigQuery export. If you haven’t enabled this yet, we can guide you through the setup. It’s straightforward but needs to be done by a GA4 admin. Note that data only flows from the day after you enable the connection — there’s no way to backfill historical data from GA4 into BigQuery.
Once data is flowing into BigQuery, we can have initial reports running within days. Full implementation depends on your use case — simple dashboards are fast, complex data models with custom metrics take longer. We’ll scope it properly in an initial conversation.
Significantly less. GA360 pricing starts at six figures annually. Bright Analytics is a predictable monthly fee based on the integrations and support level you need. More importantly, paying for GA360 doesn’t necessarily solve reporting flexibility — you will still hit many of the same limitations : the key to getting real value from GA4 is tapping directly into the raw data to solve your business’ unique challenges.
Yes. Once your GA4 data is in our platform and plugged into our semantic layer, you can join it with CRM data, ad platform data, backend transactions — anything else you need. This is where the real power of Bright Analytics comes into play – once we’ve got solid measurement foundations from GA4 data we can keep enriching and extending the analysis you can do.
Let’s start with a conversation. Tell us what’s frustrating you about GA4 reporting and what business questions you’re trying to answer. We’ll tell you honestly whether we can help and what it would take.
Get the GA4 reporting you actually need.
Stop fighting the interface. Tell us what you’re trying to analyse and we’ll show you how to get there.