diff --git a/docs/ai_actions/ai_actions.md b/docs/ai_actions/ai_actions.md
index 8c5bda1505..1c02575b98 100644
--- a/docs/ai_actions/ai_actions.md
+++ b/docs/ai_actions/ai_actions.md
@@ -16,6 +16,7 @@ You can also extend it to perform other tasks or support additional AI services.
 [[= cards([
 "ai_actions/ai_actions_guide",
 "ai_actions/configure_ai_actions",
+("content_management/taxonomy/taxonomy#taxonomy-suggestions", "Taxonomy suggestions", "Learn how to use AI to suggest tags and categories"),
 ("permissions/policies#ai-actions", "Policies", "Learn about the available AI Actions policies"),
 ("https://doc.ibexa.co/projects/userguide/en/5.0/ai_actions/work_with_ai_actions/"),
 ], columns=2) =]]
diff --git a/docs/ai_actions/ai_actions_guide.md b/docs/ai_actions/ai_actions_guide.md
index 9c4fa86ba0..8fe4a6377b 100644
--- a/docs/ai_actions/ai_actions_guide.md
+++ b/docs/ai_actions/ai_actions_guide.md
@@ -21,6 +21,7 @@ AI Actions solution comes pre-configured with the following action types:
 
 - [Refine text](#refining-text): Rewrite existing text according to instructions set in a prompt
 - [Generate alternative text](#generating-alternative-text): Generate alt text for images for accessibility purposes
+- [Suggest taxonomy entries](#suggesting-taxonomy-entries): Generate tag or product category suggestions based on content fields
 
 ![AI Actions schematic](img/guide_ai_actions.png)
 
@@ -160,6 +161,11 @@ Once the feature is configured, editors can generate alt text for images they up
 
 With some customization, administrators could use the API to run a batch process against a larger collection of illustrations.
 
+### Suggesting taxonomy entries
+
+Content editors and product managers can use [taxonomy suggestions](taxonomy.md#taxonomy-suggestions) when assigning tags or product categorie to content items and products.
+Instead of manually browsing through extensive taxonomy trees, editors can request suggestions based on the content's text fields, such as name and description.
+
 ### Performing advanced image to text analysis
 
 With some additional customization, store managers could benefit from automating part of product management by integrating their [[= product_name =]] with Google Cloud Vision and [PIM](pim_guide.md) by using [[= product_name_connect =]].
diff --git a/docs/ai_actions/configure_ai_actions.md b/docs/ai_actions/configure_ai_actions.md
index 7c64f9e344..42bf67b29d 100644
--- a/docs/ai_actions/configure_ai_actions.md
+++ b/docs/ai_actions/configure_ai_actions.md
@@ -32,6 +32,12 @@ The AI actions come with sample AI action configurations to quickly get you star
 
 Based on these examples, which reflect the most common use cases, you can learn to configure your own AI actions with greater ease.
 
+!!! note "Taxonomy suggestions"
+
+    OpenAI connector is also used by the [Taxonomy suggestions](taxonomy.md#taxonomy-suggestions) feature to generate embeddings for suggesting tags and product categories.
+    After you configure the connector, you can [create AI actions that use the Text to Taxonomy action type]([[= user_doc =]]/ai_actions/work_with_ai_actions/#create-ai-actions-that-control-taxonomy-suggestions).
+    You can also create [your own embedding provider](taxonomy.md#replace-the-embedding-provider).
+
 ## Install Anthropic connector [[% include 'snippets/lts-update_badge.md' %]]
 
 Run the following command to install the package: