Adding a product category link on product pages increased product discovery and improved certain engagement metrics. Discover the detailed outcomes and insights from this test.
Adding Category Links on Product Pages


If we add a product category link on product pages, then conversions will increase because customers can explore more related products easily.
What We Changed
- Added a link to related product categories on product detail pages.
- Provided a direct path for customers to explore similar products.
The Results
We dig through every data source to map what's actually broken. By the end, there's no confusion.
Click-through rate change
Change in amount of clicks
Add-to-cart rate change
Key Learnings
- Direct links to related products improved customer engagement.
- Easier navigation led to more clicks and a lower bounce rate.
- While overall conversion rate dipped slightly, product discovery increased.
- Highlighting related products can enhance average order value.
Detailed results breakdown
Add-to-cart rate change
+1.3%
Average order value
+0.4%
Click-through rate change
+8.7%
Lift in conversion rate
-1.1%
Change in revenue per visitor
-0.3%
Start with 3 experiments.
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Who qualifies?
30,000+ Monthly sessions.
Minimum traffic needed to run statistically significant tests.
Running on Shopify or Shopify Plus.
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Investing in paid traffic.
We work with stores committed to growth, not hobbyists.
Ready to invest in systematic CRO.
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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.
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