GA4 collects far more than its reports ever show you, including real activity from visitors who declined cookies. We turn the raw, unsampled event data into reporting your whole team can trust, and the foundation for true customer-level analytics.
The challenge
Everyone arrives with a different trigger, but it usually comes back to the same thing — data they can't fully trust, or reporting they can't actually use.
Once you cross a certain size, GA4's standard reports stop counting everything and start estimating. Add in bot traffic, internal traffic and cookie rejection factors and you end up defending totals you don't believe.
Every visitor who declines cookies still browses, searches, and sometimes buys. Standard GA4 reporting drops them completely, so you end up planning off a partial picture.
Exploration reports are powerful but trapped inside GA4. You want to strip out a traffic source, or compare time periods GA4 doesn't support? You're stuck with the views Google decided you could have.
The solution
We take the raw event data and turn it into a data asset you can trust to report on much more than website analytcs.
We get your raw GA4 events streaming into BigQuery and connected to Bright Analytics, so the full, unsampled detail is available to query directly.
We build custom metrics from your event data, transparently defined in our semantic layer, so your reporting shows exactly what your business needs.
We link visitors to customers across devices, and join to your outcomes data, so reporting reflects real business outcomes, not just GA4 events.
We quantify the volume and behaviour of your unconsented traffic. A complete view of conversions and the role of marketing in unconsented data.
All your modelled GA4 data ready to be analysed in our customisable reporting layer. No more custom explorations, workarounds or sampling.
Your GA4 models are available via our Reporting API, meaning you can connect custom reporting to any other BI tools you use.
Connect your LLM to your custom GA4 data model and leverage the raw data for deep analysis of user behaviour and conduct robust forecasting.
What changes
GA4's standard reports show a subset of what is happening on your site. Once the raw event data is flowing and modelled, here's what opens up.
Analysing the traffic that GA4 hides
When a visitor declines cookies, GA4's Advanced Consent Mode keeps logging what happens but it strips out the device identifier. This data is not in the GA4 interface but it is in the event-level data feed, and once we model it, it can tell a valuable story and fill in most of the gaps in the UI reports.
This doesn't replace session-based reporting, and we're always upfront about what can and can't be measured for this segment. But treating this traffic as invisible means treating real revenue as invisible too.
A foundation for customer-level analytics
GA4 tracks events and sessions. It was never built to tell you who a customer is, what they're worth, or what happened after they left your website. The raw data is what makes that possible:
This is where GA4 reporting stops being a web analytics dashboard and starts being a genuine customer analytics data solution. Link your web events to your CRM data and start to reporting marketing all the way through to business outcomes and the bottom-line.
The timeline
Here's what turning your GA4 data into trusted reporting actually looks like.
Day 1
We learn about your business, the reporting you need, and the GA4 setup you have in place.
Week 1
We work with your team to get raw GA4 events streaming into BigQuery and connected to Bright Analytics.
Week 2–3
We define your KPIs, model the raw data - including unconsented traffic - into a transparemt data model.
Ongoing
We work with your team to enable new KPIs and modes of analysis, unlocking deeper insights.
The cost
Every tier includes
GA4 Essential
GA4 unlocked, properly modelled, ready to query.
Modules
Pipeline Manager
Semantic Layer
Reporting & VisualisationFeatures
Support
GA4 Plus
GA4 joined to everything else — channels, CRM, the lot.
Modules
Pipeline ManagerSemantic LayerReporting & Visualisation
Reporting API
AI AnalysisAdditional Features
Support
GA4 Enterprise
Full path-to-conversion across the marketing stack.
Modules
Pipeline ManagerSemantic LayerReporting & VisualisationReporting APIAI AnalysisAdditional Features
Support
FAQs
No. We work with your admins to make sure data is flowing into BigQuery — your team can authenticate all the connections we need.
Not a problem. If you've never touched BigQuery, that's normal. We work with your team to get the feed in place — it's the first thing we'll tackle, as it unlocks everything else.
Yes, within limits. We can't rebuild sessions for this traffic, since GA4 strips the identifiers that make session stitching possible, but page activity, events, geography, device, and even revenue are all still available and reportable.
Yes, within limits. We can't rebuild sessions for this traffic, since GA4 strips the identifiers that make session stitching possible, but page activity, events, geography, device, and even revenue are all still available and reportable.
Yes. GA4 raw data exposes event-level variables that can link on-site activty to outcomes in your CRM. This requires custom tagging on your site, and must be done with GDPR in mind, but once place it creates a robust sync between we and CRM outcomes.
The raw data feed only starts collecting from the day that the transfer into Google bigQuery is activated. We can support with setting this and can host the BigQuery instance for you if needed.
We'll audit your current GA4 setup, discuss what's hiding in your unconsented traffic, and map out what a real customer-level view could look like once your raw data is properly modelled.
