Browse tests that generated $7.3M in revenue.

A Parent Collection Link on Product Pages Makes No Clear Difference to Conversion Rate

Product pages got a link to a collection of similar products to help shoppers discover more of the range. Clicks went up; sales didn't follow.

Goal
Click-through rate
Result
-1.1% Conversion rate
Category
Product Page (PDP)
Outcome
Inconclusive
Before
A Parent Collection Link on Product Pages Makes No Clear Difference to Conversion Rate (before)
After
A Parent Collection Link on Product Pages Makes No Clear Difference to Conversion Rate (after)

If we link product pages to a collection of similar products, then shoppers will discover more of the range because many aren't aware of all the options available.

What We Changed

  • Added a link on product pages to the product's category.
  • Sent shoppers who clicked it to a listing page with more products of the same type.

The Results

How the new version compared with the original, across all devices.

-1.1%

Conversion rate

-0.3%

Revenue per visitor

+1.3%

Add-to-cart rate

Key Learnings

  • Conversion rate (-1.1%) and revenue per visitor (-0.3%) showed no clear difference across 66,172 visitors.
  • Click-through rate, the metric the test was set up to measure, rose 8.7%, a statistically clear lift. The extra clicks didn't turn into sales.
  • Bounce rate fell 5.8%, so the link kept more visitors browsing.
  • Better product discovery alone didn't change how often shoppers bought.

Detailed results breakdown

Conversion rate

-1.1%

Revenue per visitor

-0.3%

Add-to-cart rate

+1.3%

Click-through rate

+8.7%

Bounce rate

-5.8%


Free Trial

Start with 3 experiments.
Zero cost.

Get a taste of our service. We'll analyze your store, pinpoint low-hanging fruit, design, implement and test solutions to lift your conversion rate in 30 days.

Who qualifies?

30,000+ Monthly sessions.
Minimum traffic needed to run statistically significant tests.

Running on Shopify or Shopify Plus.
Our specialty - we don't work with other platforms.

Investing in paid traffic.
We work with stores committed to growth, not hobbyists.

Ready to invest in systematic CRO.
You understand testing takes time - no magic bullets.

Why free?

The best proof is results. Three real experiments show you exactly how we work and whether it drives revenue for your specific store. You keep everything - no strings attached.

Our bet

We're confident enough in our process to invest our time upfront. If the tests work, you'll see the value in continuing at $5,950/month. If not, you got free optimization work.

Limited spots

We take only 4 free trials monthly to maintain quality. Each trial gets our full attention and expertise. If you qualify, secure your spot before this month fills up.