Turn fragmented data into one decision language.
Automotive businesses do not need more reporting for its own sake. Sophus3 helps teams define the right KPIs, make analytics trustworthy and turn performance data into practical decisions.
Analytics & ConsultancyEmbedded experts with automotive context.
Sophus3 brings more than 20 years of analytics experience, deep knowledge of major platforms, independence from agency ecosystems and the ability to connect owned digital and CRM data.
- Define common business objectives and KPIs across stakeholders.
- Audit data quality, consent, tagging and measurement gaps.
- Implement and support Adobe Analytics, Google Analytics and related data stacks.
- Build management reporting around the questions the business actually needs answered.
Reporting starts with a business requirement.
Our approach starts with the business requirement, then builds the data, tracking, implementation and reporting needed to support action.
1. Business requirements
What decision, commercial question or management outcome needs to be supported?
2. Data & tracking
What data, tagging, consent, platform and integration work is required for trustworthy measurement?
3. Reporting & action
What is the data telling us, and how should it influence strategy, spend, journey or conversion?
Google Marketing Platform Partner, certified in Analytics.
Sophus3 has worked with Google products for more than 15 years, including GA4, Google Tag Manager, Looker Studio and BigQuery.
Explore Google servicesGA4
Complex multi-site and multi-region implementation, data layers, reporting and governance.
Tag Manager
Scalable tracking, server-side configurations and advanced consent mode.
Looker Studio
Custom reporting and multi-source measurement dashboards.
BigQuery
Data preparation, clean rooms, ETL and cloud-based analytics workflows.
What automotive teams ask before they start.
Clear definitions of the data, method and decisions this work is designed to support.
What problems does automotive analytics consultancy solve?
It helps teams resolve unreliable tracking, fragmented reporting, inconsistent KPIs, unclear customer journeys and analysis that does not lead to action. Sophus3 starts with the commercial question, then aligns data collection, governance, reporting and recommendations around the decision that needs to be made.
Which analytics platforms can Sophus3 support?
Sophus3 works across common enterprise analytics and data environments, including Google Analytics 4, Google Tag Manager, Looker Studio, BigQuery and wider first-party data or reporting stacks. The recommended architecture depends on existing technology, governance and business requirements.
Can Sophus3 support multi-market measurement?
Yes. A typical requirement is to create common definitions, data layers, access controls and reporting standards while preserving the local detail that market teams need. This makes regional comparisons more reliable and reduces duplicated implementation work.
What makes the consultancy automotive-specific?
The work is informed by automotive journeys, model and market structures, retailer pathways, configurator behaviour and sector benchmarks. That context helps technical implementation answer commercial questions rather than stopping at generic traffic and conversion reporting.