Pricing Page Experiment: How Subscript Dropped Choice Overload and Increased MRR

Tech · 5 min read

Subscript offered five granular plans that confused prospects and diluted decision momentum. Analytics showed a long time-to-purchase and high drop-off on the pricing page. The product and design teams hypothesized choice overload was the culprit and ran a multivariate experiment: reduce plans to three, introduce price anchoring, and surface the most popular plan with social proof.

Design changes included a compact feature comparison, toggle for monthly/annual pricing, and an inline ROI calculator for professional plans. They also tested a 'recommended for you' badge based on company size selected earlier in the funnel, which reduced cognitive load for buyers uncertain which plan fit them.

After rolling out the simplified pricing to 50% of traffic, conversion rate on the checkout CTA rose by 14% and MRR increased by 11% after two months. Average revenue per user dipped slightly because more users selected the mid plan instead of the top-tier option, but churn improved marginally as buyers reported better alignment with expectations.

Subscript's next steps are segment-level experimentation: testing add-on bundling to recapture higher ARPU segments while keeping a simple public-facing price structure. The experiment is a reminder that reducing choices can increase velocity, but product teams must watch downstream mix and retention metrics.