> For the complete documentation index, see [llms.txt](https://helpcenter.channable.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://helpcenter.channable.com/manage-improve-product-data/generate-with-ai/ai-enriched-attributes.md).

# AI enriched attributes

Learn what AI enriched attributes do, where they run, and which attributes you can generate.

{% hint style="info" %}

#### **Who can use this feature**

You need the **Core Plus** or **Core Pro** plan in your [Channable subscription](/account-billing/manage-your-subscription/channables-pricing-plans.md) to use this feature.
{% endhint %}

#### Jump straight in

{% content-ref url="/pages/2d93c228a0cd225261e36f7748eeac228d01f32d" %}
[How to create and use AI enriched attributes](/manage-improve-product-data/generate-with-ai/ai-enriched-attributes/how-to-create-and-use-ai-enriched-attributes.md)
{% endcontent-ref %}

***

### What are AI enriched attributes?

{% columns %}
{% column %}
**AI enriched attributes** help you generate missing product data in **Generate with AI**.

AI enriched attributes help you:

* Fill missing product data faster.
* Improve listing quality across channels.
* Generate keywords for better discoverability.
* Prepare data for international channels with translated output.
  {% endcolumn %}

{% column %}

<figure><img src="https://501928696-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2Fu8whzIfip72Kvn3M1bsc%2Fuploads%2F7CkszJdQKdjPzvtVtb6l%2FArtboard%20111.png?alt=media&amp;token=aee7377a-5e5d-4e16-acd5-39de85feae0c" alt="AI enriched attributes in Generate with AI."><figcaption></figcaption></figure>
{% endcolumn %}
{% endcolumns %}

### How AI enriched attributes work

Channable uses your existing import data to extract or generate attributes such as color, weight, brand, material, or keywords.

This means you can fill missing values without building manual rules for every case.

{% hint style="info" %}

#### Example

A channel requires a separate color field. A product title contains `Red cotton T-shirt`, but the color field is empty.

Create an AI enriched attribute that searches the title field. It extracts `red` and saves the result in a project field.
{% endhint %}

#### What type of attributes can I generate?

{% hint style="warning" %}

#### You can generate only the attributes in this list.

<details>

<summary>View supported attributes</summary>

These attribute types are supported:

* Age group
* Brand
* Color
* Depth
* Diameter
* Gender
* Height
* Keywords
* Length
* Material
* Quantity
* Volume
* Weight
* Width

{% hint style="info" %}

#### Note

Each attribute is generated from your existing import data. You can also select an output language for translated results.
{% endhint %}

</details>
{% endhint %}

#### Where do AI enriched attributes run?

Channable first imports your product data. After that, you can run AI enrichment in **Generate with AI** to generate or refine attributes from that imported data.

AI enriched attributes run after your import in **Setup**.

<figure><picture><source srcset="/files/TshKJ0ZaRSq4uFHbKPMU" media="(prefers-color-scheme: dark)"><img src="https://501928696-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2Fu8whzIfip72Kvn3M1bsc%2Fuploads%2Fb6y4MON9YvYJVSuQ3WFA%2FAI%20attributes%20graph1.png?alt=media&amp;token=4d1b0955-0d35-405b-95e4-c54cc60842a5" alt="AI enrichment settings in Generate with AI."></picture><figcaption></figcaption></figure>

Once the enrichment runs, Channable adds approved values to your import data. You can then use them across the rest of your project workflow, including your channels.

### More information

<details>

<summary>Key terms</summary>

* **Input data**: The fields in your import where the value may already exist, such as titles, URLs, or descriptions.
* **Attribute**: A specific product characteristic, such as color, weight, brand, or material.
* **AI enriched attribute**: The generated result, such as `red`, extracted from your existing import data.

</details>

* **Usage and costs:** AI enriched attributes don't use provider tokens. [AI generation usage and costs](/manage-improve-product-data/generate-with-ai/ai-generation-usage-and-costs.md) explains token usage for AI-generated text and images.


---

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