> ## Documentation Index
> Fetch the complete documentation index at: https://docs.topsort.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Attribute-Based Product Filtering for Sponsored Listings

> Filter sponsored products by attributes to display only relevant variants in auctions with configurable AND/OR logic

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          🤍 Like
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gap: "8px",
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marginBottom: "16px",
}}
>
  <Badge color="gray" size="sm" icon="calendar">
    November 24, 2025
  </Badge>

  <Badge color="blue" size="sm" icon="rectangle-ad">
    Ad Server
  </Badge>

  <Badge color="green" size="sm" icon="sparkles">
    New Feature
  </Badge>
</div>

We've introduced **Attribute-Based Product Filtering** for Sponsored Listings, enabling marketplaces to filter eligible sponsored products based on user-selected attributes. This feature ensures only relevant product variants appear in auctions, improving ad relevance and reducing post-auction filtering requirements.

## Key Benefits

**Improved Relevance**:
Display only products matching specific attributes selected by users

**Flexible Configuration**:
Configure filtering logic with AND/OR operators to match marketplace needs

**Reduced Processing**:
Eliminate post-auction filtering by ensuring relevance at auction time

**Better User Experience**:
Show users only the product variants that match their search criteria

## How It Works

### Attribute Filtering

The system filters sponsored products based on:

* **Product Attributes** - Color, size, brand, and other product characteristics
* **User Selection** - Attributes chosen by users during their shopping journey
* **Configurable Logic** - AND/OR operators for precise filtering control
* **Real-time Application** - Filtering applied during auction selection

## Configuration Options

1. **Define Filterable Attributes** - Select which product attributes are available for filtering

2. **Set Filtering Logic** - Choose between AND/OR operators for attribute matching

3. **Enable per Category** - Apply filtering rules to specific product categories

4. **Monitor Performance** - Track impact on auction fill rates and relevance

### Supported Attributes

Common filterable attributes include:

* Color variations
* Size options
* Brand names
* Material types
* Style categories
* Custom marketplace-specific attributes

***

This feature is available now for all Sponsored Listings campaigns. Contact your account manager to enable attribute-based filtering for your marketplace.

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