Shoppers often need more than one product to complete their purchase. Accessories and add-ons can enhance the main product, improve usability, or ensure the product works as expected.
However, customers do not always remember which complementary items they may need. This can lead to incomplete purchases or situations where shoppers leave the store to research compatible accessories elsewhere.
Product accessory recommendations address this by highlighting relevant add-ons that naturally pair with the primary product.
By surfacing complementary items at the right moment, stores can help shoppers complete their purchases more easily while increasing overall order value.
Product pages typically focus on a single item, but many purchases involve multiple complementary products.
Without clear accessory suggestions, shoppers may overlook useful add-ons or forget important components needed to fully use the product.
Product accessory recommendations surface items that naturally pair with the main product.
These suggestions help customers build a more complete purchase while keeping the shopping experience simple and convenient. Instead of searching for compatible items separately, shoppers can discover everything they need directly within the same product page or checkout flow.
Accessory Detection
Identify products that naturally pair together based on catalog relationships and purchasing patterns.
Contextual Timing
Display accessories on product pages, in the cart, or during checkout when shoppers are most likely to add complementary items.
Behavior-Informed Selection
Recommendations improve over time based on shopper engagement and purchase data.
Clerk.io learns which products are frequently bought together and automatically surfaces the most relevant accessories.
A customer views a product such as a camera or smartphone.
Without accessory recommendations, they may forget items like protective cases, chargers, or memory cards.
With product accessory recommendations, relevant add-ons appear directly on the page. This helps the shopper complete their purchase while increasing the total order value.
• Encourage natural cross-sells through relevant add-ons
• Increase average order value
• Help shoppers complete their purchases more easily
• Improve discovery of complementary products
• Enhance the overall shopping experience
By recommending accessories that match the main product, e-commerce brands can increase basket size while keeping the buying journey smooth and convenient.
<div class="comparison-table-card"><table class="comparison-table"><thead><tr><th>Feature</th><th>Clerk.io</th><th>Nosto</th><th>Hello Retail</th></tr></thead><tbody><tr><td>Accessory recommendations</td><td>Yes — recommends complementary products.</td><td>Yes — supports accessory cross-sells.</td><td>Yes — related product recommendations.</td></tr><tr><td>Learning from behavior</td><td>Uses purchase and interaction data.</td><td>Behavior-driven models.</td><td>Behavior-based recommendations.</td></tr><tr><td>Ease of implementation</td><td>No-code recommendation blocks.</td><td>Requires setup and tuning.</td><td>Dashboard-based configuration.</td></tr></tbody></table></div>
What are product accessory recommendations?
They are suggestions for complementary products that enhance or complete the main item.
Where should accessory recommendations appear?
They are commonly shown on product pages, in the cart, or during checkout.
Do accessory recommendations increase average order value?
Yes. Relevant add-ons encourage customers to purchase more items in a single order.
Are accessory recommendations automated?
Yes. Clerk.io automatically learns which products pair well together based on purchase behavior.
Use product accessory recommendations to surface relevant add-ons and grow average order value with Clerk.io.