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LOAM · Subscription & Retention

Subscription Experience Optimization Through Experimentation

For LOAM, progressive disclosure reduced information overload at the subscription selection step — and unlocked measurable revenue.

LOAM subscription selection A/B test: control (all benefits shown at once) versus variant (accordion experience revealing benefits after selection)
Results
+15.3%
Conversion Rate
+15%
Revenue Per Visitor
+3.8%
Add-to-Cart Rate
+577
Additional Monthly Orders
+$41K
Est. Monthly Revenue Impact
The Challenge

Customer behavior analysis and session recordings revealed hesitation during subscription selection. Users experienced information overload during a critical purchase decision when every subscription benefit was presented simultaneously. The goal was to simplify the selection experience while still preserving visibility of the key benefits.

Research & Insights
  • Hesitation at the subscription selection step
  • Repeated review of multiple subscription options
  • Customers scrolling back and forth between options before deciding
  • Cognitive overload from simultaneous information presentation

"Revealing subscription benefits only after selection would feel less overwhelming and help customers decide with more confidence."

What We Built

01. Progressive Disclosure

Benefit details now appear only after a plan is selected, instead of all at once.

02. Reduced Initial Content

Cut the amount of visible copy at first glance to lower cognitive load.

03. Cleaner Decision Hierarchy

Reorganized the selection step so the primary decision stands out clearly.

04. Improved Mobile Usability

Rebuilt the component for small screens without losing access to benefit details.

Key Takeaway

"Reducing decision friction can outperform adding more persuasive content."

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