Shopify Landing Page A/B Test: How a Subscription Landing Page Lifted Revenue per Visitor by 42.4%

TL;DR

A European car diagnostics brand sells an OBD2 scanner and a paid app subscription. The subscription unlocks the features customers buy the product for: hidden car settings, advanced diagnostics and service resets.

The subscription was sold on a standard Shopify product page, built for a physical product. We tested a dedicated landing page that explains the subscription before asking the shopper to choose a plan.

We designed, built and ran this Shopify A/B test as part of the store's testing programme. Over 11 days, the landing page lifted revenue per visitor by 42.4% and conversion rate by 55.0%.

The challenge: shoppers pay for something they can't see yet

A software subscription is harder to sell than a device. The shopper pays for an outcome, such as turning off a seatbelt chime or reading an ABS fault code, that only appears once the app is connected to their car.

A product page template shows a price, an image and an add-to-cart button. It does little to explain what the subscription unlocks, how renewal works, or what happens when it ends.

The research: the subscription was the biggest source of doubt

Our Shopify CRO research for this store, completed shortly after this test, analysed more than 500 post-purchase survey responses and product reviews. It confirmed what the test suggested: shoppers struggled most with the subscription.

• ✓Hidden or unclear fees: 36 negative signals from shoppers who didn't realise the app needed a paid plan.
• ✓Renewal anxiety: 17 signals about auto-renewal and remembering to cancel.
• ✓Cost for occasional use: 12 signals from shoppers who felt a plan was too much for a one-off job.
• ✓What customers loved: 23 positive signals praised buying for a month, making the changes, and keeping them after cancelling.

Why a product page template struggles to sell a subscription

The original subscription page used the store's standard Shopify product template, the same layout built for physical products: price, plan selector and add-to-cart button.

That layout works when the photo shows what the shopper gets. A subscription raises three questions a product template has no dedicated place to answer:

• ✓Value: what exactly does the plan unlock for my car?
• ✓Terms: does it renew automatically, and how do I cancel?
• ✓Commitment: is a short plan enough for a one-off job?

These were the same three themes the customer research surfaced: unclear fees, renewal anxiety and cost for occasional use.

The hypothesis: explain the subscription before selling it

If we send subscription shoppers to a landing page that explains what the subscription unlocks and how it works, more of them will subscribe, increasing revenue per visitor.

We kept the plans and prices the same. The test changed how we explained the subscription.

The variation: a landing page built for the subscription

The plans, prices and checkout stayed the same. What changed was what the page explained before asking the shopper to choose a plan.

The product page template is built around price, plan selection and the buy button. The landing page explains what the subscription unlocks and how it works first, and asks the shopper to choose a plan only after that.

We designed the landing page from the test hypothesis, before the customer research was complete. The research came later and helped explain why the page worked: it answers first the questions shoppers said they struggled with.

The test compared two whole pages, so it measured the combined effect of the new layout and content and did not isolate any single section.

The results: +42.4% revenue per visitor in 11 days

We ran the test in Intelligems for 11 days, splitting subscription traffic between the original page and the landing page.

Conversion drove the result: 55.0% more visitors bought a plan. Average order value fell by 8.1%. Revenue per visitor still rose by 42.4%, because the extra buyers more than offset the smaller orders.

We used revenue per visitor as the primary success metric because it shows whether more conversions are worth a lower order value.

What this test taught us about selling subscriptions on Shopify

A product page template is built to sell an object. A subscription to software needs a page that explains what the shopper gets and how they stay in control.

For this store, shoppers needed:

• ✓Clear value: what the subscription unlocks for their car.
• ✓Clear terms: how renewal and cancellation work.
• ✓Low commitment: reassurance that a short plan is enough for one job.

The research also informed a later test that made subscription terms clearer on the product pages.

Find out what your shoppers need to know before they subscribe

We plan, build and run A/B tests for Shopify stores, grounded in customer research rather than guesswork. Get in touch to find out what to test next.