Measuring in the field
Measuring in the field is a core piece of Core Web Vitals. This lesson explains what it is, why it matters for Shopify merchants, and how to approach it without wasting effort.
Lumen Beauty · Beauty
Lumen Beauty's acquisition was strong but repeat purchase rate lagged. Email flows were generic and post-purchase communication was thin.
Reference build — illustrative brand
01Overview
Audience
Model
Market
Objectives
02What was holding growth back
One welcome sequence with limited product-specific content.
Customers were not reminded when products were likely running low.
Retention cohorts were not being tracked over time.
03The insight
04Guided by the Orbit Growth OS
Aligned on which cohorts and windows matter most.
Selected the three flows expected to move retention.
Rewrote welcome, post-purchase, and replenishment flows.
Built repeat purchase cohorts in the analytics dashboard.
05What we built
Retention
Rebuilt welcome, post-purchase, replenishment, and winback flows.
Analytics
Cohort dashboards tracking 30/60/90-day repeat rates.
06Described honestly
90-day repeat purchase rate
Improved
Measured across post-launch cohorts vs. prior 90-day period.
Email revenue share
Grew
As a percentage of total revenue during the measurement window.
Retention results depend heavily on product replenishment cycles and category. Ranges are shared as illustrative, not guarantees.
07Takeaways you can apply
Retention is a system, not a campaign.
Replenishment logic only works if the product genuinely runs out.
Cohorts, not weekly revenue, tell the retention story.
08Your next step
Growth Intelligence
Website Health
Growth Planning
Common questions
No. Retention improvements were made without changing paid acquisition, which is why we can attribute the gains to lifecycle work.
Free Growth Audit
A senior strategist reviews your store, identifies the highest-leverage opportunities, and shares an honest, no-pressure plan. Educational first, commercial second.
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