Adds recommendation about choosing project profile

solutions/search/serverless-elasticsearch-get-started.md

@@ -55,14 +55,24 @@ Use your {{ecloud}} account to create a fully-managed {{es}} project:
 6. Once the project is ready, select **Continue**.
 
 ::::{tip}
+
+**The General Purpose (GP) profile is recommended for most search use cases such as:**
+
+- full text search
+- sparse vector-based semantic search (such as when using ELSER)
+- dense vectors compressed using BBQ (enabled by default)
+- sparse vectors
+
+**The Vector Optimized (VO) profile is recommended when your use case is based on:**
+
+- uncompressed dense vectors with high dimensionality
+
 Learn how billing works for your project in [Elasticsearch billing dimensions](../../deploy-manage/cloud-organization/billing/elasticsearch-billing-dimensions.md).
 
 ::::
 
-
 Now your project is ready to start creating indices, adding data, and performing searches. You can choose one of the following options to proceed.
 
-
 ## Option 1: Follow the guided index flow [elasticsearch-follow-guided-index-flow]
 
 Once your project is set up, you’ll be directed to a page where you can create your first index. An index is where documents are stored and organized, making it possible to search and retrieve data.

solutions/search/vector.md

@@ -46,3 +46,28 @@ The sparse vector approach uses the ELSER model to expand content with semantica
 - Large-scale deployments
 
 [Learn more about sparse vector search with ELSER](vector/sparse-vector.md).
+
+## Choosing your project's profile
+```{applies_to}
+serverless:
+```
+
+When selecting a profile configuration for your project, it's recommended to consider your vector search use case.
+You can choose between two profiles: the General Purpose profile and the Vector Optimized profile.
+
+**The General Purpose (GP) profile is recommended for most search use cases, including:**
+
+- full text search
+- sparse vector-based semantic search (such as when using ELSER)
+- dense vectors compressed using BBQ (enabled by default)
+- sparse vectors
+
+**The Vector Optimized (VO) profile is recommended when your use case is based on:**
+
+- uncompressed dense vectors with high dimensionality
+
+::::{tip}
+
+Learn how billing works for your project in [Elasticsearch billing dimensions](../../deploy-manage/cloud-organization/billing/elasticsearch-billing-dimensions.md).
+
+::::