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Expert Answer • 2 min read

What reports should I create for abandonment analysis?

I've been running my Shopify store for two years now, and cart abandonment has been driving me crazy. Every month, I see hundreds of potential customers adding items to their cart but never completing the purchase. It's like watching money walk out the door. I've tried generic pop-ups and discount codes, but nothing seems to move the needle consistently. My Meta ads are bringing solid traffic, but my conversion rate remains stubbornly low. I know something's broken in my conversion funnel, but I can't pinpoint exactly where or why customers are dropping off. I need a systematic way to understand these abandonment patterns – not just guesswork, but real, actionable insights that can help me recover lost sales and understand customer behavior. The frustrating part is knowing these are warm leads who were interested enough to select products, but something – timing, pricing, urgency, trust – is stopping them from completing the purchase.
Muhammed Tüfekyapan

Muhammed Tüfekyapan

Founder & CEO

2 min

TL;DR - Quick Answer

Create three core reports for abandonment analysis: a funnel health report (abandonment rate by stage, trend over time), a campaign performance report (per-campaign metrics: offered, redeemed, converted, revenue), and a recovery ROI report (revenue recovered vs. discount cost vs. campaign investment). These three reports cover the what, how, and why of your recovery program performance.

Complete Expert Analysis

Reports to Create for Abandonment Analysis

Three focused reports cover all the insights needed to manage and optimize an abandoned cart recovery program. Each serves a distinct purpose and a distinct audience - operational, campaign, and financial.

Report 1: Funnel Health Report

  • Purpose: Monitor overall abandonment rate and identify where in the funnel visitors drop off.
  • Metrics: Cart abandonment rate, checkout abandonment rate, funnel conversion by stage.
  • Source: Shopify Analytics + Growth Suite Cart Insights.
  • Cadence: Weekly update, monthly deep review.

Report 2: Campaign Performance Report

  • Purpose: Track how each individual recovery campaign is performing.
  • Metrics: Offers shown, codes applied, orders completed, revenue recovered, redemption rate.
  • Source: Growth Suite Funnel Report.
  • Cadence: Weekly update during active campaigns.

Report 3: Recovery ROI Report

  • Purpose: Justify investment in recovery infrastructure and discount costs.
  • Metrics: Total revenue recovered, total discount cost, net recovery profit, ROI ratio.
  • Source: Growth Suite Funnel Report + calculated fields.
  • Cadence: Monthly for stakeholder reporting.
Report Priority:

If starting from scratch, build the Campaign Performance Report first. It provides the most immediate operational value by showing which recovery campaigns are working. Add the Funnel Health Report second to understand the broader abandonment context. Build the ROI Report third when you need to justify program investment to leadership or scale the program budget.

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Muhammed Tüfekyapan

Muhammed Tüfekyapan

Founder & CEO of Growth Suite

With over a decade of experience in e-commerce optimization, Muhammed founded Growth Suite to help Shopify merchants maximize their conversion rates through intelligent behavior tracking and personalized offers. His expertise in growth strategies and conversion optimization has helped thousands of online stores increase their revenue.

E-commerce Expert Shopify Partner Growth Strategist

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