Full Stack Attribution Setup: Connect All Your Channels
A buyer can see an Instagram ad, a Google retargeting message, an abandoned cart email and a TikTok video before purchasing. Why channels need to be measured together, and what a portfolio view of the mix means.
Three platforms, three answers, one budget to defend. Your GA4 export already holds the answer, and the first finding is free and never leaves your browser. Get your first finding free
By Joris van Huët, Founder & CEOUpdated 2 min read
The Truth is in the Mix.
Your customers don't live in a single channel. They see your ad on Instagram, get a retargeting message on Google, receive an abandoned cart email, and finally click through from a TikTok video. To understand what's really working, you need to measure the entire stack, together. Measuring channels in isolation is the fast track to bad decisions.
One-Click Integrations for a 360-Degree View
Ad Platforms: Meta (Facebook, Instagram), Google, TikTok, Pinterest, and more.
Email & SMS: Klaviyo, Postscript, Attentive.
Analytics: Google Analytics (for traffic data).
Shopify: The core of your transactional data.
Connecting your full stack takes minutes. The result is a permanent upgrade in your strategic intelligence. You'll move from a channel-by-channel view to a portfolio management approach to marketing.
Unify Your Marketing Measurement
The Portfolio Effect: Managing Your Marketing Mix
Thinking like a portfolio manager means understanding not just the individual performance of each channel, but how they work together. The goal is to maximize the total incremental return of the entire portfolio. The formula is:
Total Incremental ROI = (Total Incremental Revenue from All Channels - Total Marketing Spend) / Total Marketing Spend
Learn more in our resources and see our pricing for the plan that fits your needs.
Related Resources
Go deeper: Causal attribution, explained.
Sixty-second versions of these ideas: Causality Engine on YouTube Shorts.
Have an audience of ecommerce operators? Earn 20% recurring commission by recommending the €99 read.
Keep reading
Terms in this article
- Abandoned Cart EmailAbandoned Cart Email is an automated email sent to customers who added items to their cart but did not complete the purchase. It encourages them to return and finish their order.
- AnalyticsAnalytics is the systematic computational analysis of data. It reveals customer behavior and measures campaign performance.
- AttributionAttribution identifies user actions that contribute to a desired outcome and assigns value to each. It reveals which marketing touchpoints drive conversions.
- Google AnalyticsGoogle Analytics is a web analytics service that tracks and reports website traffic.
- Marketing MixThe marketing mix is the set of actions a company uses to promote its brand or product. It traditionally includes product, price, place, and promotion.
- RetargetingRetargeting is online advertising that targets users who have previously interacted with your website or content. Attribution analysis shows the causal role of retargeting in driving conversions and improving ad spend.
- RevenueRevenue is the total income generated by the sale of goods or services related to a company's primary operations.
- ShopifyShopify is an ecommerce platform for creating online stores and selling products. Attribution modeling shows which marketing channels drive traffic and conversions within Shopify.