This episode cuts through the confusion of data tracking and attribution for ecommerce brands. Roman Petrochenkov from Carwow shares how to move beyond mythical perfect attribution to build robust systems that actually fuel growth. Learn how leading analytics teams operate, debunk common data misconceptions, and discover practical AI applications to fast-track your analysis.
Key takeaways
Perfect attribution is a myth; instead, focus on incrementality and understanding user journeys rather than trying to assign 100% credit to a single touchpoint.
Small brands should consider upgrading from GA4 to more advanced analytics platforms when the complexity of their user journeys or the need for deeper insights surpasses GA4's capabilities.
Prepare for evolving cookie consent and compliance regulations in 2025 by auditing your current data collection practices and exploring privacy-enhancing technologies.
Leverage AI to automate repetitive data analysis tasks and accelerate tracking implementation, freeing up your team for more strategic insights.
Foster cross-functional collaboration between tech, marketing, and finance teams to ensure a holistic understanding of data and its impact on business outcomes.
Roman Petrochenkov is the Head of Growth & Media Analytics at Carwow, so yes we’re going to be getting DEEP into tracking, attribution and all that juicy stuff. Carwow has grown from a review site, to be a one-stop shop for changing your car – offering customers the ability to a buy a new or used car, or sell their existing vehicle. Founded in 2013 they now operate in the UK, Germany and Spain. In 2024 they grew 50% with nearly £3 billion worth of cars bought on the site, and £1.8 billion of cars listed for sale through the Sell My Car service. Roman shares how top analytics teams work behind the scenes — and the smarter, faster ways to use data to fuel eCommerce growth. Hit PLAY to hear: 🔎 Why perfect attribution is a myth — and what to do instead 👥 How analytics teams should work inside an eCommerce business 🧠 The #1 misunderstanding most marketers have about data 🧩 When small brands should upgrade from GA4 to more advanced analytics 🔐 What you must know about cookie consent & compliance in 2025 🤖 Real-world AI tricks Roman uses to speed up analysis & tracking Key timestamps to dive straight in: [05:15] Tech, Marketing, and Finance Expertise [09:08] Understanding Data and User Journeys [10:09] Adapting to Business Evolution [15:39] 'Advanced Attribution for Small eCommerce' [18:46] eCommerce Attribution and Management [20:25] 'Attribution Challenges and Incrementality' [23:30] Streamlining Landing Page Feedback [26:48] Collaborative Challenges in Team Dynamics [28:01] Listen to Roman’s Top Tips! Full episode notes here: https://ecmp.info/579---
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What does this episode say about analytics & attribution?
Perfect attribution is a myth; instead, focus on incrementality and understanding user journeys rather than trying to assign 100% credit to a single touchpoint.
What does this episode say about ai & automation?
Small brands should consider upgrading from GA4 to more advanced analytics platforms when the complexity of their user journeys or the need for deeper insights surpasses GA4's capabilities.
What does this episode say about paid acquisition?
Prepare for evolving cookie consent and compliance regulations in 2025 by auditing your current data collection practices and exploring privacy-enhancing technologies.
What does this episode say about founder & leadership?
Leverage AI to automate repetitive data analysis tasks and accelerate tracking implementation, freeing up your team for more strategic insights.
What does this episode say about analytics & attribution?
Foster cross-functional collaboration between tech, marketing, and finance teams to ensure a holistic understanding of data and its impact on business outcomes.
