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Why Your Collection Page Is Losing Sales, and How Smart Merchandising Fixes It

Why Your Collection Page Is Losing Sales, and How Smart Merchandising Fixes It

Most D2C brands show the same products in the same order to every shopper. Here's why that costs you revenue, and what smarter merchandising actually looks like.

Helium Team April 2026 8 min read

What Is E-commerce Merchandising?

74%

of shoppers feel frustrated when content or product display is not personalised to them.

— Salesforce, State of the Connected Customer

E-commerce merchandising is the practice of controlling which products are shown, how they are ordered, what gets recommended, and how shoppers are guided toward a purchase, based on who the shopper is, where they came from, and what the business needs to push right now.

In a physical retail store, a skilled merchandiser places the right products at eye level, groups complementary items together, and rotates displays based on season, stock, and margin. Online, most Shopify stores skip this. They show the same default grid to a first-time visitor from Instagram as they do to a returning customer who has already bought twice.

How is it different from personalisation?

Personalisation works at the individual level, using a shopper's history or preferences. Merchandising operates at a broader level, shaping product order, grouping, recommendations, and bundles using shopper context, business rules, and catalog logic. There is overlap, but merchandising goes beyond personalisation with rule based, admin controlled decisions.

"Most DTC brands treat collection pages like warehouse shelves — static rows, sorted once, never optimised. That isn't merchandising. It's abandonment."

Why Static Product Display Costs You Revenue

38%

of shoppers leave a site if the product layout or content feels irrelevant to them.

— Adobe / Sweor UX Research

If your website is showing the same collection order to every visitor, you're leaking revenue at three distinct points in the funnel.

Problem 1

Weak relevance

Shoppers see too many low-fit products too early - collection CTR drops before they even reach a PDP.

Problem 2

Too much choice

Broad collections create decision fatigue. Shoppers scroll, stall, and leave without progressing to product pages.

Problem 3

Weak next-step logic

Recommendations and bundles feel random. There's no logic tying what the shopper just viewed to what they see next.

These are the default state for most Shopify stores, and they compound. A shopper who lands from a paid ad, sees products that do not match the ad’s intent, and then gets hit with unrelated recommendations is very unlikely to convert. The ad spend is wasted before the product page even loads.


What Merchandising Actually Controls

Good merchandising software does more than sort products. It controls an interconnected system across the entire store.

Merchandising controls diagram

Product sets define the pool. Ranking rules decide order. Shopper context, like source or device, adapts it in real time. Surfaces include collections, product pages, and the cart.

It also manages recommendations, bundles, and tags that power grouping and control across everything.


6 E-commerce Merchandising Features That Drive Conversion and AOV

Feature 01

Personalised shopping

Adjusts product weighting for each session, across the entire store. A repeat premium buyer shouldn't see the same assortment as a first-time visitor from a sale campaign.

Feature 02

Dynamic collection ranking

Reorders collections using live context and business rules. Push hero SKUs, high-margin products, or new launches to the top, automatically, as conditions change.

Feature 03

Context-based sub-collections

Breaks broad collections into focused product slices. A shopper from a workwear campaign lands in a curated office wear view, not a mixed, unfocused grid.

Feature 04

Smart recommendations

Surfaces stronger next-product options on PDPs and cart surfaces, driven by attributes, tags, and shopper context, not static "customers also bought" logic.

Feature 05

Product tags automation

Automatically generates and applies tags that power grouping and control across the catalog. Keeps merchandising logic accurate as the catalog evolves.

Feature 06

Build your own bundle

Enables flexible bundle creation within defined rules, on PDPs, cart, or dedicated flows. Increases AOV without interrupting the buying journey.


Who Uses Merchandising Tools on Shopify?

26%

of e-commerce revenue comes from product recommendations — the core output of merchandising.

— Forrester Research

Merchandising isn't just for enterprise brands. Any Shopify store with a growing catalog and multiple shopper types benefits from it immediately.

Merchandising leads

Control what gets pushed and where, without relying on developers.

Ecommerce managers

Improve collection CTR, PDP performance, and overall conversion.

Growth & CRO teams

Test ranking logic and measure impact across the funnel.

Founders

Get more revenue from the same traffic without adding headcount.

Performance marketers

Keep landing experiences aligned with campaign intent, every session.

At its core, merchandising ensures the right products show up for the right shopper, at the right moment.

 

Frequently Asked Questions


What is e-commerce merchandising?

E-commerce merchandising is the practice of controlling how products are displayed, ordered, grouped, and recommended across a website. It ensures shoppers see the most relevant products based on their context, behaviour, and business priorities, guiding them toward a purchase.


How is e-commerce merchandising different from personalisation?

Personalisation focuses on the individual shopper, using their behaviour, preferences, or history to tailor the experience. Merchandising operates at a broader level, controlling product order, grouping, and recommendations using business rules and catalog logic. Together, they create a more relevant shopping experience.


Does e-commerce merchandising require a developer to set up?

It depends on the tool. Some platforms require developer support for setup and changes. Others allow merchandising and e-commerce teams to manage rules, ranking, and product logic through a no-code interface, enabling faster testing and iteration.


How does dynamic collection ranking differ from Shopify's default sort options?

Shopify’s default sorting applies the same logic to every visitor. Dynamic collection ranking adapts product order in real time based on shopper context such as traffic source, behaviour, device, and business priorities, making the experience more relevant for each user.


What are sub-collections and when should you use them?

Sub-collections are curated product groupings within a larger collection. They are useful when different shopper segments or campaigns need tailored views, such as workwear versus festive wear. They reduce choice overload and help shoppers find relevant products faster.


Where should brands apply merchandising first for maximum impact?

Start with high-traffic, high-intent areas like collection pages, product pages, and campaign landing pages. These are critical decision points where better product ordering and relevance can immediately improve engagement and conversion.


How do merchandising tools improve product discovery?

They surface relevant products earlier, organise collections into clearer paths, and guide shoppers through more intuitive journeys. This reduces effort, avoids overwhelm, and increases the likelihood of progressing to purchase.


Can merchandising tools improve AOV, not just conversion rate?

Yes. By surfacing complementary products, enabling bundles, and improving recommendation logic, merchandising increases basket size while also improving conversion rates. It impacts the full funnel, not just the final purchase step.



Frequently asked questions

What is the return policy?

Our goal is for every customer to be totally satisfied with their purchase. If this isn't the case, let us know and we'll do our best to work with you to make it right.

Are any purchases final sale?

We are unable to accept returns on certain items. These will be carefully marked before purchase.

When will I get my order?

We will work quickly to ship your order as soon as possible. Once your order has shipped, you will receive an email with further information. Delivery times vary depending on your location.

Where are your products manufactured?

Our products are manufactured both locally and globally. We carefully select our manufacturing partners to ensure our products are high quality and a fair value.

How much does shipping cost?

Shipping is calculated based on your location and the items in your order. You will always know the shipping price before you purchase.

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