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

# Recommendations

> View and compare category-level content depth metrics against competitors and leaders, with pre- and post-optimization performance insights.

<Callout icon="bell-exclamation" size="lg" color="#ff2ec1">Product Agent is currently in beta, and we're [seeking partners](https://fabric.inc/contact-us) to help shape its future.</Callout>

The **Recommendations** page displays how comprehensive and well-structured your category’s product content is. The Content depth metric displays pre-optimization and post-optimization prediction scores. You can click **Optimize All Products** to start the **Product Enrichment** process in [Activate](/product-agent/activate/overview).

<img src="https://mintcdn.com/fabric-demo/KVoUCxyBdLZYZM0Z/images/monitor/recommendations/recommendations.gif?s=87b48ce8f689126855e1ef6b38e70947" alt="recommendations GIF" width="1582" height="1224" data-path="images/monitor/recommendations/recommendations.gif" />

## Filtering Categories

Use the **Category** dropdown in the top-left corner to select a specific category. This filters the **Content Depth** metrics to show only metrics associated with the selected category.

By default, the aggregate of all categories is displayed.

## Content Depth

Content depth is calculated by sampling products within a category and evaluating them across key quality metrics. You can compare your performance against **Category Leaders** or selected **Competitors**. The content depth table highlights gaps in content quality and helps identify targeted improvements to strengthen category performance across AI search.

Content Depth Metrics include:

| Row                    | Description                                                                     |
| :--------------------- | :------------------------------------------------------------------------------ |
| **Attribute Coverage** | Measures how many key attributes your product listings include.                 |
| **FAQ Coverage**       | Assesses the presence and completeness of question-and-answer (FAQ) content.    |
| **Keyword Coverage**   | Evaluates how effectively category-relevant keywords appear in product content. |
| **Citations**          | Indicates whether claims or details are backed by trusted sources.              |
| **Image Alt Tags**     | Measures the presence and usefulness of alt text for product images.            |

## Related Topics

* [Overview](/product-agent/monitor/overview)
* [Adding a Monitored Category](/product-agent/monitor/add-a-monitored-category)
* [Adding a Competitor for Monitoring](/product-agent/monitor/add-a-competitor)
* [Category Performance Report](/product-agent/monitor/category-performance-report)
* [Prompts](/product-agent/monitor/prompts)
* [Recommendations](/product-agent/monitor/recommendations)