> For the complete documentation index, see [llms.txt](https://help.fluorescent.co/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://help.fluorescent.co/eclipse/product-pages/product-recommendations.md).

# Product recommendations

Add the **Product recommendations** section to show similar products to customers on product pages.

{% hint style="info" %}
Check out similar features like [Complementary products](/eclipse/product-pages/product-content-blocks/complementary-products.md) for the product page and [Cross sells](/eclipse/cart/cross-sells.md) in the cart to show customers related products that they can purchase in addition to the selected product.
{% endhint %}

## Set up section

***

In the editor side panel, click **(+) Add section** and select **Product recommendations**. Click and hold the drag handles **`⋮⋮`** to re-order sections.

{% hint style="warning" %}
**Editing a template will change all pages that use that template**.

[Create and assign new templates](/eclipse/pages/templates/using-templates.md) to design different page layouts.

[Add dynamic content](/eclipse/general/editing-themes/dynamic-content-with-metafields.md) to show page-specific content in the same template.
{% endhint %}

{% hint style="success" %}
Using automated recommendations ensures that only in-stock and published products are displayed. **If you manually select recommended products**, make sure your product list is up-to-date.
{% endhint %}

### Customize recommendations

***

Recommendations are automatically generated based on products in related collections, products that are commonly purchased together, or similar product descriptions.

With Shopify's [Search & Discovery app](https://apps.shopify.com/search-and-discovery), you can customize which products are recommended.

Download Shopify's [Search & Discovery app](https://apps.shopify.com/search-and-discovery) and learn how to [choose recommended products](https://help.shopify.com/en/manual/online-store/search-and-discovery/product-recommendations) for your store’s product pages.


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://help.fluorescent.co/eclipse/product-pages/product-recommendations.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.