Ecommerce operators often struggle with setting up effective tracking and attribution. This episode with Carwow's Head of Growth & Media Analytics, Roman Petrochenkov, demystifies complex data strategies, offering practical approaches to leverage analytics for significant growth. Learn how to move beyond "perfect attribution" to build a data-driven culture that fuels your ecommerce business.
Key takeaways
Stop chasing "perfect attribution"; instead, focus on practical attribution models that reflect real customer behavior and marketing impact.
Implement a cross-functional analytics team structure that collaborates deeply with marketing, product, and finance to establish a truly data-driven culture.
Transition from GA4 to more advanced analytics solutions strategically, only when your business needs and data complexity demand it, rather than just for the sake of upgrading.
Proactively integrate AI tools into your analytics workflow to automate repetitive tasks and accelerate data analysis, freeing up resources for deeper insights.
Prioritize cookie consent and data privacy compliance now, treating it as a foundational element of trustworthy analytics rather than an afterthought, especially with upcoming 2025 regulations.
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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Frequently asked about this episode
What does this episode say about data analytics & attribution?
Stop chasing "perfect attribution"; instead, focus on practical attribution models that reflect real customer behavior and marketing impact.
What does this episode say about data privacy & ai?
Implement a cross-functional analytics team structure that collaborates deeply with marketing, product, and finance to establish a truly data-driven culture.
What does this episode say about growth marketing strategies?
Transition from GA4 to more advanced analytics solutions strategically, only when your business needs and data complexity demand it, rather than just for the sake of upgrading.
What does this episode say about team & tooling optimization?
Proactively integrate AI tools into your analytics workflow to automate repetitive tasks and accelerate data analysis, freeing up resources for deeper insights.
What does this episode say about data analytics & attribution?
Prioritize cookie consent and data privacy compliance now, treating it as a foundational element of trustworthy analytics rather than an afterthought, especially with upcoming 2025 regulations.
